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Wu Y, Li X, Guo R, Xu R, Ju MG, Wang J. How to accelerate the inorganic materials synthesis: from computational guidelines to data-driven method? Natl Sci Rev 2025; 12:nwaf081. [PMID: 40170995 PMCID: PMC11960098 DOI: 10.1093/nsr/nwaf081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Revised: 01/20/2025] [Accepted: 02/27/2025] [Indexed: 04/03/2025] Open
Abstract
The development of novel functional materials has attracted widespread attention to meet the constantly growing demand for addressing the major global challenges facing humanity, among which experimental synthesis emerges as one of the crucial challenges. Understanding the synthesis processes and predicting the outcomes of synthesis experiments are essential for increasing the success rate of experiments. With the advancements in computational power and the emergence of machine learning (ML) techniques, computational guidelines and data-driven methods have significantly contributed to accelerating and optimizing material synthesis. Herein, a review of the latest progress on the computation-guided and ML-assisted inorganic material synthesis is presented. First, common synthesis methods for inorganic materials are introduced, followed by a discussion of physical models based on thermodynamics and kinetics, which are relevant to the synthesis feasibility of inorganic materials. Second, data acquisition, commonly utilized material descriptors, and ML techniques in ML-assisted inorganic material synthesis are discussed. Third, applications of ML techniques in inorganic material synthesis are presented, which are classified according to different material data sources. Finally, we highlight the crucial challenges and promising opportunities for ML-assisted inorganic materials synthesis. This review aims to provide critical scientific guidance for future advancements in ML-assisted inorganic materials synthesis.
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Affiliation(s)
- Yilei Wu
- Key Laboratory of Quantum Materials and Devices of Ministry of Education, School of Physics, Southeast University, Nanjing 211189, China
| | - Xiaoyan Li
- Key Laboratory of Quantum Materials and Devices of Ministry of Education, School of Physics, Southeast University, Nanjing 211189, China
| | - Rong Guo
- Key Laboratory of Quantum Materials and Devices of Ministry of Education, School of Physics, Southeast University, Nanjing 211189, China
- Suzhou Laboratory, Suzhou 215004, China
| | - Ruiqi Xu
- Key Laboratory of Quantum Materials and Devices of Ministry of Education, School of Physics, Southeast University, Nanjing 211189, China
| | - Ming-Gang Ju
- Key Laboratory of Quantum Materials and Devices of Ministry of Education, School of Physics, Southeast University, Nanjing 211189, China
| | - Jinlan Wang
- Key Laboratory of Quantum Materials and Devices of Ministry of Education, School of Physics, Southeast University, Nanjing 211189, China
- Suzhou Laboratory, Suzhou 215004, China
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2
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Onose M, Takahashi H, Sagayama H, Yamasaki Y, Ishiwata S. Exploration of Metastable A-Site-Ordered Perovskites (Ca,Ba)FeO 3-δ by Computationally Guided Multistep Synthesis. J Am Chem Soc 2025. [PMID: 40017444 DOI: 10.1021/jacs.4c15392] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2025]
Abstract
Perovskite-type iron oxides with Fe4+ ions have attracted a great deal of attention for their versatile helimagnetic phases. While the introduction of a layered A-site ordered structure to AFeO3 with Fe4+ ions potentially leads to novel helimagnetic phases, the synthetic pathway spanning a high-pressure range is apparently difficult to elucidate. Here, we explored new A-site ordered perovskite-type iron oxides (Ca,Ba)FeO3-δ with Fe4+ ions with the support of first-principles calculations evaluating thermodynamic stability at selected pressures and chemical compositions. Among the six types of putative A-site ordered perovskites with and without oxygen vacancy, only two types of oxygen-deficient perovskites CaBaFe2O6-δ and Ca(Ba0.9Ca0.1)2Fe3O9-δ (δ ∼ 1) were successfully obtained by high-pressure synthesis, consistent with the DFT-based convex-hull calculations. Considering the evaluated stability of the putative perovskites at selected pressures, we adopted low-temperature topotactic oxidation using ozone at ambient pressure and obtained the oxidized perovskites CaBaFe2O6-δ (δ ∼ 0.4) and Ca(Ba0.9Ca0.1)2Fe3O9-δ (δ ∼ 0.6), potentially showing novel helimagnetic phases. This study demonstrates that computational visualization of multistep synthetic pathways involving high pressure can accelerate the search for new metastable perovskites with rich magnetic phases.
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Affiliation(s)
- Masaho Onose
- Division of Materials Physics, Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan
- Department of Applied Physics, The University of Tokyo, Bunkyo-ku, Tokyo 113-8656, Japan
| | - Hidefumi Takahashi
- Division of Materials Physics, Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan
- Center for Spintronics Research Network (CSRN), Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan
| | - Hajime Sagayama
- Institute of Materials Structure Science (IMSS), High Energy Accelerator Research Organization (KEK), Tsukuba, Ibaraki 305-0801, Japan
| | - Yuichi Yamasaki
- National Institute for Materials Science (NIMS), Tsukuba, Ibaraki 305-0047, Japan
| | - Shintaro Ishiwata
- Division of Materials Physics, Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan
- Center for Spintronics Research Network (CSRN), Graduate School of Engineering Science, Osaka University, Toyonaka, Osaka 560-8531, Japan
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3
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Aykol M, Merchant A, Batzner S, Wei JN, Cubuk ED. Predicting emergence of crystals from amorphous precursors with deep learning potentials. NATURE COMPUTATIONAL SCIENCE 2025; 5:105-111. [PMID: 39695321 PMCID: PMC11860218 DOI: 10.1038/s43588-024-00752-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 11/26/2024] [Indexed: 12/20/2024]
Abstract
Crystallization of amorphous precursors into metastable crystals plays a fundamental role in the formation of new matter, from geological to biological processes in nature to the synthesis and development of new materials in the laboratory. Reliably predicting the outcome of such a process would enable new research directions in these areas, but has remained beyond the reach of molecular modeling or ab initio methods. Here we show that candidates for the crystallization products of amorphous precursors can be predicted in many inorganic systems by sampling the local structural motifs at the atomistic level using universal deep learning interatomic potentials. We show that this approach identifies, with high accuracy, the most likely crystal structures of the polymorphs that initially nucleate from amorphous precursors, across a diverse set of material systems, including polymorphic oxides, nitrides, carbides, fluorides, chlorides, chalcogenides and metal alloys.
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4
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Islam MM, Wróblewska M, Shen Z, Toberer ES, Taufour V, Kauzlarich SM. Magnetism and Thermoelectric Properties of the Zintl Semiconductor: Eu 21Zn 4As 18. CHEMISTRY OF MATERIALS : A PUBLICATION OF THE AMERICAN CHEMICAL SOCIETY 2024; 36:11499-11508. [PMID: 39678934 PMCID: PMC11635974 DOI: 10.1021/acs.chemmater.4c02200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Revised: 11/12/2024] [Accepted: 11/13/2024] [Indexed: 12/17/2024]
Abstract
Compositional diversity and intriguing structural features have made Zintl phases excellent candidates as thermoelectric materials. Zintl phase with 21-4-18 composition has shown high thermoelectric performance in the mid- to high-temperature ranges. The complex crystal structure and favorable transport properties of these compounds indicate the potential for high thermoelectric efficiency. Arsenic-based Eu21Zn4As18, belonging to the Ca21Mn4Sb18 structure type, exhibits a semiconductor-like p-type transport behavior and has a calculated band gap of 0.49 eV. The compound is paramagnetic at high temperatures, with an antiferromagnetic transition occurring at T N = ∼10 K. The moment obtained from the Curie-Weiss data fit aligns with Eu2+ ions. At the same time, the field-dependent measurement at 2 K indicates complex magnetic ordering with a saturation moment consistent with Eu2+ ions. Pristine Eu21Zn4As18 exhibits an ultralow lattice thermal conductivity of 0.40 W m-1 K-1 at 873 K. Electronic transport properties measurement shows evidence of bipolar conduction across much of the measured temperature range (450-780 K). However, the Seebeck coefficient remains extremely high (>440 μV K-1) across this range, indicating the potential for high zT if an appropriate dopant is found. This work represents the first report on the temperature-dependent thermal conductivity, Seebeck coefficient, and thermoelectric efficiency of the arsenic-containing Zintl phase with 21-4-18 composition, showcasing its promise for further optimization of the thermoelectric performance.
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Affiliation(s)
- Md. Minhajul Islam
- Department
of Chemistry, University of California, One Shields Ave, Davis, California 95616, United States
| | - Maria Wróblewska
- Department
of Physics, Colorado School of Mines, 1500 Illinois St, Golden, Colorado 80401, United States
| | - Zihao Shen
- Department
of Physics and Astronomy, University of
California, One Shields
Ave, Davis, California 95616, United States
| | - Eric S. Toberer
- Department
of Physics, Colorado School of Mines, 1500 Illinois St, Golden, Colorado 80401, United States
| | - Valentin Taufour
- Department
of Physics and Astronomy, University of
California, One Shields
Ave, Davis, California 95616, United States
| | - Susan M. Kauzlarich
- Department
of Chemistry, University of California, One Shields Ave, Davis, California 95616, United States
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5
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Mantravadi A, Weaver BC, Chen S, Mukta S, Abusa Y, Sarkar A, Sun Y, Mudryk Y, Gundlach-Graham A, Ho KM, Lebedev OI, Zaikina JV. When van der Waals Met Kagome: A 2D Antimonide with a Vanadium-Kagome Network. J Am Chem Soc 2024; 146:26786-26800. [PMID: 39305249 DOI: 10.1021/jacs.4c07285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/03/2024]
Abstract
2D materials showcase unconventional properties emerging from quantum confinement effects. In this work, a "soft chemical" route allows for the deintercalation of K+ from the layered antimonide KV6Sb6, resulting in the discovery of a new metastable 2D-Kagome antimonide K0.1(1)V6Sb6 with a van der Waals gap of 3.2 Å. The structure of K0.1(1)V6Sb6 was determined via the synergistic techniques, including X-ray pair distribution function analysis, advanced transmission electron microscopy, and density functional theory calculations. The K0.1(1)V6Sb6 compound crystallizes in the monoclinic space group C2/m (a = 9.57(2) Å, b = 5.502(8) Å, c = 10.23(2) Å, β = 97.6(2)°, Z = 2). The [V6Sb6] layers in K0.1(1)V6Sb6 are retained upon deintercalation and closely resemble the layers in the parent compound, yet deintercalation results in a relative shift of the adjacent [V6Sb6] layers. The magnetic properties of the K0.1(1)V6Sb6 phase in the 2-300 K range are comparable to those of KV6Sb6 and another Kagome antimonide KV3Sb5, consistent with nearly temperature-independent paramagnetism. Electronic band structure calculation suggests a nontrivial band topology with flat bands and opening of band crossing afforded by deintercalation. Transport property measurements reveal a metallic nature for K0.1(1)V6Sb6 and a low thermal conductivity of 0.6 W K-1 m-1 at 300 K. Additionally, ion exchange in KV6Sb6 via a solvothermal route leads to a successful partial exchange of K+ with A+ (A = Na, Rb, and Cs). This study highlights the tunability of the layered structure of the KV6Sb6 compound, providing a rich playground for the realization of new 2D materials.
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Affiliation(s)
| | - Bradyn C Weaver
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
| | - Shiya Chen
- Department of Physics, Xiamen University, Xiamen 361005, China
| | - Shahnaz Mukta
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
| | - Yao Abusa
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
| | - Arka Sarkar
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
- Ames National Laboratory, US Department of Energy, Ames, Iowa 50011, United States
| | - Yang Sun
- Department of Physics, Xiamen University, Xiamen 361005, China
| | - Yaroslav Mudryk
- Ames National Laboratory, US Department of Energy, Ames, Iowa 50011, United States
| | | | - Kai-Ming Ho
- Department of Physics and Astronomy, Iowa State University, Ames, Iowa 50011, United States
| | - Oleg I Lebedev
- Laboratoire CRISMAT, ENSICAEN-CNRS, UMR 6508, 14050 Caen, France
| | - Julia V Zaikina
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
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6
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Szymanski NJ, Byeon YW, Sun Y, Zeng Y, Bai J, Kunz M, Kim DM, Helms BA, Bartel CJ, Kim H, Ceder G. Quantifying the regime of thermodynamic control for solid-state reactions during ternary metal oxide synthesis. SCIENCE ADVANCES 2024; 10:eadp3309. [PMID: 38959320 PMCID: PMC11221506 DOI: 10.1126/sciadv.adp3309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/20/2024] [Accepted: 05/31/2024] [Indexed: 07/05/2024]
Abstract
The success of solid-state synthesis often hinges on the first intermediate phase that forms, which determines the remaining driving force to produce the desired target material. Recent work suggests that when reaction energies are large, thermodynamics primarily dictates the initial product formed, regardless of reactant stoichiometry. Here, we validate this principle and quantify its constraints by performing in situ characterization on 37 pairs of reactants. These experiments reveal a threshold for thermodynamic control in solid-state reactions, whereby initial product formation can be predicted when its driving force exceeds that of all other competing phases by ≥60 milli-electron volt per atom. In contrast, when multiple phases have a comparable driving force to form, the initial product is more often determined by kinetic factors. Analysis of the Materials Project data shows that 15% of possible reactions fall within the regime of thermodynamic control, highlighting the opportunity to predict synthesis pathways from first principles.
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Affiliation(s)
- Nathan J. Szymanski
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Young-Woon Byeon
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Yingzhi Sun
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Yan Zeng
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Jianming Bai
- Energy and Photon Sciences Directorate, Brookhaven National Laboratory, Upton, NY 11973, USA
| | - Martin Kunz
- The Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Dong-Min Kim
- Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Brett A. Helms
- Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Christopher J. Bartel
- Department of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, MN 55455, USA
| | - Haegyeom Kim
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Gerbrand Ceder
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
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7
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Cordova DLM, Zhou Y, Milligan GM, Cheng L, Kerr T, Ziller J, Wu R, Arguilla MQ. Sensitive Thermochromic Behavior of InSeI, a Highly Anisotropic and Tubular 1D van der Waals Crystal. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024; 36:e2312597. [PMID: 38301612 DOI: 10.1002/adma.202312597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 01/08/2024] [Indexed: 02/03/2024]
Abstract
Thermochromism, the change in color of a material with temperature, is the fundamental basis of optical thermometry. A longstanding challenge in realizing sensitive optical thermometers for widespread use is identifying materials with pronounced thermometric optical performance in the visible range. Herein, it is demonstrated that single crystals of indium selenium iodide (InSeI), a 1D van der Waals (vdW) solid consisting of weakly bound helical chains, exhibit considerable visible range thermochromism. A strong temperature-dependent optical band edge absorption shift ranging from 450 to 530 nm (2.8 to 2.3 eV) over a 380 K temperature range with an experimental (dEg/dT)max value extracted to be 1.26 × 10-3 eV K-1 is shown. This value lies appreciably above most dense conventional semiconductors in the visible range and is comparable to soft lattice solids. The authors further seek to understand the origin of this unusually sensitive thermochromic behavior and find that it arises from strong electron-phonon interactions and anharmonic phonons that significantly broaden band edges and lower the Eg with increasing temperature. The identification of structural signatures resulting in sensitive thermochromism in 1D vdW crystals opens avenues in discovering low-dimensional solids with strong temperature-dependent optical responses across broad spectral windows, dimensionalities, and size regimes.
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Affiliation(s)
| | - Yinong Zhou
- Department of Physics and Astronomy, University of California, Irvine, CA, 92697, USA
| | - Griffin M Milligan
- Department of Chemistry, University of California, Irvine, CA, 92697, USA
| | - Leo Cheng
- Department of Chemistry, University of California, Irvine, CA, 92697, USA
| | - Tyler Kerr
- Department of Chemistry, University of California, Irvine, CA, 92697, USA
| | - Joseph Ziller
- Department of Chemistry, University of California, Irvine, CA, 92697, USA
| | - Ruqian Wu
- Department of Physics and Astronomy, University of California, Irvine, CA, 92697, USA
| | - Maxx Q Arguilla
- Department of Chemistry, University of California, Irvine, CA, 92697, USA
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8
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Cruse K, Baibakova V, Abdelsamie M, Hong K, Bartel CJ, Trewartha A, Jain A, Sutter-Fella CM, Ceder G. Text Mining the Literature to Inform Experiments and Rationalize Impurity Phase Formation for BiFeO 3. CHEMISTRY OF MATERIALS : A PUBLICATION OF THE AMERICAN CHEMICAL SOCIETY 2024; 36:772-785. [PMID: 38282687 PMCID: PMC10809418 DOI: 10.1021/acs.chemmater.3c02203] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 12/08/2023] [Accepted: 12/08/2023] [Indexed: 01/30/2024]
Abstract
We used data-driven methods to understand the formation of impurity phases in BiFeO3 thin-film synthesis through the sol-gel technique. Using a high-quality dataset of 331 synthesis procedures and outcomes extracted manually from 177 scientific articles, we trained decision tree models that reinforce important experimental heuristics for the avoidance of phase impurities but ultimately show limited predictive capability. We find that several important synthesis features, identified by our model, are often not reported in the literature. To test our ability to correctly impute missing synthesis parameters, we attempted to reproduce nine syntheses from the literature with varying degrees of "missingness". We demonstrate how a text-mined dataset can be made useful by informing new controlled experiments and forming a better understanding for impurity phase formation in this complex oxide system.
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Affiliation(s)
- Kevin Cruse
- Department
of Materials Science & Engineering, University of California, Berkeley, California 94720, United States
- Materials
Sciences Division, Lawrence Berkeley National
Laboratory, Berkeley, California 94720, United States
| | - Viktoriia Baibakova
- Energy
Technologies Area, Lawrence Berkeley National
Laboratory, Berkeley, California 94720, United States
| | - Maged Abdelsamie
- Material
Science and Engineering Department, King
Fahd University of Petroleum and Minerals (KFUPM), Dhahran 31261, Saudi Arabia
- Interdisciplinary
Research Center for Intelligent Manufacturing and Robotics, KFUPM, Dhahran 31261, Saudi Arabia
| | - Kootak Hong
- Chemical
Sciences Division, Lawrence Berkeley National
Laboratory, Berkeley, California 94720, United States
- Department
of Materials Science and Engineering, Chonnam
National University, Gwangju 61186, Republic
of Korea
| | - Christopher J. Bartel
- Department
of Materials Science & Engineering, University of California, Berkeley, California 94720, United States
- Materials
Sciences Division, Lawrence Berkeley National
Laboratory, Berkeley, California 94720, United States
- Department
of Chemical Engineering and Materials Science, University of Minnesota, Minneapolis, Minnesota 55455, United States
| | - Amalie Trewartha
- Department
of Materials Science & Engineering, University of California, Berkeley, California 94720, United States
- Materials
Sciences Division, Lawrence Berkeley National
Laboratory, Berkeley, California 94720, United States
- Energy
and Materials, Toyota Research Institute, Los Altos, California 94022, United States
| | - Anubhav Jain
- Energy
Technologies Area, Lawrence Berkeley National
Laboratory, Berkeley, California 94720, United States
| | - Carolin M. Sutter-Fella
- Molecular
Foundry Division, Lawrence Berkeley National
Laboratory, Berkeley, California 94720, United States
| | - Gerbrand Ceder
- Department
of Materials Science & Engineering, University of California, Berkeley, California 94720, United States
- Materials
Sciences Division, Lawrence Berkeley National
Laboratory, Berkeley, California 94720, United States
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9
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Zeng Y, Szymanski NJ, He T, Jun K, Gallington LC, Huo H, Bartel CJ, Ouyang B, Ceder G. Selective formation of metastable polymorphs in solid-state synthesis. SCIENCE ADVANCES 2024; 10:eadj5431. [PMID: 38232170 DOI: 10.1126/sciadv.adj5431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/03/2023] [Accepted: 12/18/2023] [Indexed: 01/19/2024]
Abstract
Metastable polymorphs often result from the interplay between thermodynamics and kinetics. Despite advances in predictive synthesis for solution-based techniques, there remains a lack of methods to design solid-state reactions targeting metastable materials. Here, we introduce a theoretical framework to predict and control polymorph selectivity in solid-state reactions. This framework presents reaction energy as a rarely used handle for polymorph selection, which influences the role of surface energy in promoting the nucleation of metastable phases. Through in situ characterization and density functional theory calculations on two distinct synthesis pathways targeting LiTiOPO4, we demonstrate how precursor selection and its effect on reaction energy can effectively be used to control which polymorph is obtained from solid-state synthesis. A general approach is outlined to quantify the conditions under which metastable polymorphs are experimentally accessible. With comparison to historical data, this approach suggests that using appropriate precursors could enable targeted materials synthesis across diverse chemistries through selective polymorph nucleation.
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Affiliation(s)
- Yan Zeng
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Nathan J Szymanski
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA 94720, USA
| | - Tanjin He
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA 94720, USA
| | - KyuJung Jun
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA 94720, USA
| | | | - Haoyan Huo
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA 94720, USA
| | - Christopher J Bartel
- Department of Chemical Engineering, University of Minnesota, Minneapolis, MN 55455, USA
| | - Bin Ouyang
- Department of Chemistry and Biochemistry, Florida State University, Tallahassee, FL 32306, USA
| | - Gerbrand Ceder
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA 94720, USA
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10
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Alameda LT, Baumler KJ, Katzbaer RR, Schaak RE. Soft Chemistry of Hard Materials: Low-Temperature Pathways to Bulk and Nanostructured Layered Metal Borides. Acc Chem Res 2023; 56:3515-3524. [PMID: 37992288 DOI: 10.1021/acs.accounts.3c00579] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2023]
Abstract
Conspectus"Synthesis by design" is often considered to be the primary goal of chemists who make molecules and materials. Synthetic chemists usually have in mind a target they want to make, and they want to be able to design a pathway that can get them to that target as quickly and efficiently as possible. Chemists who synthesize refractory solids, which have melting points above 1000 °C and are often chemically inert at these high temperatures, have access to only a small number of synthetic strategies due to the need to overcome solid-state diffusion, which is the rate-limiting step in such reactions. The use of extremely high temperatures to facilitate diffusion among two or more refractory solids, which precedes any chemical reaction that must occur, generally drives the system to form only the product that is the most thermodynamically stable-the global minimum on an energy landscape-for a certain combination of elements. When trying to target a different product in the same system, one generally cannot rely on thermally driven reactions. Lower-temperature reactions that side step this diffusion limitation can succeed where high temperatures fail by providing access to local minima on an energy landscape. These local minima represent metastable phases that are primed for synthesis, but only if an appropriate pathway and set of reactions can be identified. It is therefore important to develop and understand low-temperature, or "soft", chemical reactions in "hard" refractory systems. These reactions allow us to apply the retrosynthetic framework that molecular chemists rely on to systems where chemists have not previously had such control over reactions, reactivities, and metastable product formation.In this Account, we discuss the development of soft chemical reactions of hard materials in the context of a class of layered, refractory metal borides that are precursors to an emerging family of two-dimensional nanomaterials. Layered ternary metal boride phases such as MoAlB have layers of metal borides, which are chemically unreactive, interleaved with layers of aluminum, which are reactive. Some of the interlayer aluminum can be deintercalated at room temperature in dilute aqueous sodium hydroxide, transforming stable MoAlB into destabilized MoAl1-xB. Mild thermal treatment of submicrometer grains of this destabilized MoAl1-xB sample allows it to traverse the energy landscape and crystallize as Mo2AlB2, a metastable compound. Further thermal treatment transforms Mo2AlB2 into a Mo2AlB2-alumina nanolaminate and ultimately mesoporous MoB, all through continued traversing of the energy landscape using mild chemical and thermal treatments. Similar topochemical manipulations, which maintain structure but change composition, are emerging for other MAB phases and are opening the door to new types of metastable compounds and nanostructured materials in traditionally refractory systems.
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11
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Szymanski NJ, Rendy B, Fei Y, Kumar RE, He T, Milsted D, McDermott MJ, Gallant M, Cubuk ED, Merchant A, Kim H, Jain A, Bartel CJ, Persson K, Zeng Y, Ceder G. An autonomous laboratory for the accelerated synthesis of novel materials. Nature 2023; 624:86-91. [PMID: 38030721 DOI: 10.1038/s41586-023-06734-w] [Citation(s) in RCA: 99] [Impact Index Per Article: 49.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2023] [Accepted: 10/10/2023] [Indexed: 12/01/2023]
Abstract
To close the gap between the rates of computational screening and experimental realization of novel materials1,2, we introduce the A-Lab, an autonomous laboratory for the solid-state synthesis of inorganic powders. This platform uses computations, historical data from the literature, machine learning (ML) and active learning to plan and interpret the outcomes of experiments performed using robotics. Over 17 days of continuous operation, the A-Lab realized 41 novel compounds from a set of 58 targets including a variety of oxides and phosphates that were identified using large-scale ab initio phase-stability data from the Materials Project and Google DeepMind. Synthesis recipes were proposed by natural-language models trained on the literature and optimized using an active-learning approach grounded in thermodynamics. Analysis of the failed syntheses provides direct and actionable suggestions to improve current techniques for materials screening and synthesis design. The high success rate demonstrates the effectiveness of artificial-intelligence-driven platforms for autonomous materials discovery and motivates further integration of computations, historical knowledge and robotics.
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Affiliation(s)
- Nathan J Szymanski
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Bernardus Rendy
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Yuxing Fei
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Rishi E Kumar
- Energy Technologies Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Tanjin He
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - David Milsted
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Matthew J McDermott
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Max Gallant
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | | | | | - Haegyeom Kim
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Anubhav Jain
- Energy Technologies Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Christopher J Bartel
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Kristin Persson
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
| | - Yan Zeng
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
| | - Gerbrand Ceder
- Department of Materials Science and Engineering, University of California, Berkeley, Berkeley, CA, USA.
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.
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12
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Duncan EM, Ridouard A, Fayon F, Veron E, Genevois C, Allix M, Collins CM, Pitcher MJ. A computationally-guided non-equilibrium synthesis approach to materials discovery in the SrO-Al 2O 3-SiO 2 phase field. Chem Commun (Camb) 2023; 59:10544-10547. [PMID: 37566387 DOI: 10.1039/d3cc03120a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/12/2023]
Abstract
Glass-crystallisation synthesis is coupled to probe structure prediction for the guided discovery of new metastable oxides in the SrO-Al2O3-SiO2 phase field, yielding a new ternary ribbon-silicate, Sr2Si3O8. In principle, this methodology can be applied to a wide range of oxide chemistries by selecting an appropriate non-equilibrium synthesis route.
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Affiliation(s)
- Euan M Duncan
- CEMHTI, CNRS UPR3079, 1d Ave. de la Recherche Scientifique, Orléans 45071, France.
| | - Amandine Ridouard
- CEMHTI, CNRS UPR3079, 1d Ave. de la Recherche Scientifique, Orléans 45071, France.
| | - Franck Fayon
- CEMHTI, CNRS UPR3079, 1d Ave. de la Recherche Scientifique, Orléans 45071, France.
| | - Emmanuel Veron
- CEMHTI, CNRS UPR3079, 1d Ave. de la Recherche Scientifique, Orléans 45071, France.
| | - Cécile Genevois
- CEMHTI, CNRS UPR3079, 1d Ave. de la Recherche Scientifique, Orléans 45071, France.
| | - Mathieu Allix
- CEMHTI, CNRS UPR3079, 1d Ave. de la Recherche Scientifique, Orléans 45071, France.
| | - Christopher M Collins
- Department of Chemistry, Materials Innovation Factory, University of Liverpool, Liverpool L7 3NY, UK.
| | - Michael J Pitcher
- CEMHTI, CNRS UPR3079, 1d Ave. de la Recherche Scientifique, Orléans 45071, France.
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13
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Schön JC. Structure prediction in low dimensions: concepts, issues and examples. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2023; 381:20220246. [PMID: 37211034 PMCID: PMC10200350 DOI: 10.1098/rsta.2022.0246] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 03/06/2023] [Indexed: 05/23/2023]
Abstract
Structure prediction of stable and metastable polymorphs of chemical systems in low dimensions has become an important field, since materials that are patterned on the nano-scale are of increasing importance in modern technological applications. While many techniques for the prediction of crystalline structures in three dimensions or of small clusters of atoms have been developed over the past three decades, dealing with low-dimensional systems-ideal one-dimensional and two-dimensional systems, quasi-one-dimensional and quasi-two-dimensional systems, as well as low-dimensional composite systems-poses its own challenges that need to be addressed when developing a systematic methodology for the determination of low-dimensional polymorphs that are suitable for practical applications. Quite generally, the search algorithms that had been developed for three-dimensional systems need to be adjusted when being applied to low-dimensional systems with their own specific constraints; in particular, the embedding of the (quasi-)one-dimensional/two-dimensional system in three dimensions and the influence of stabilizing substrates need to be taken into account, both on a technical and a conceptual level. This article is part of a discussion meeting issue 'Supercomputing simulations of advanced materials'.
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Affiliation(s)
- J. Christian Schön
- Department of Nanoscience, Max-Planck-Institute for Solid State Research, Heisenbergstr. 1, D-70569 Stuttgart, Germany
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14
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Yamamoto T, Kawaguchi S, Kosuge T, Sugai A, Tsunoda N, Kumagai Y, Beppu K, Ohmi T, Nagase T, Higashi K, Kato K, Nitta K, Uruga T, Yamazoe S, Oba F, Tanaka T, Azuma M, Hosokawa S. Emergence of Dynamically-Disordered Phases During Fast Oxygen Deintercalation Reaction of Layered Perovskite. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023:e2301876. [PMID: 37096836 DOI: 10.1002/advs.202301876] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Indexed: 05/03/2023]
Abstract
Determination of a reaction pathway is an important issue for the optimization of reactions. However, reactions in solid-state compounds have remained poorly understood because of their complexity and technical limitations. Here, using state-of-the-art high-speed time-resolved synchrotron X-ray techniques, the topochemical solid-gas reduction mechanisms in layered perovskite Sr3 Fe2 O7- δ (from δ ∼ 0.4 to δ = 1.0), which is promising for an environmental catalyst material is revealed. Pristine Sr3 Fe2 O7- δ shows a gradual single-phase structural evolution during reduction, indicating that the reaction continuously proceeds through thermodynamically stable phases. In contrast, a nonequilibrium dynamically-disordered phase emerges a few seconds before a first-order transition during the reduction of a Pd-loaded sample. This drastic change in the reaction pathway can be explained by a change in the rate-determining step. The synchrotron X-ray technique can be applied to various solid-gas reactions and provides an opportunity for gaining a better understanding and optimizing reactions in solid-state compounds.
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Affiliation(s)
- Takafumi Yamamoto
- Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, 2268503, Japan
| | - Shogo Kawaguchi
- Japan Synchrotron Radiation Research Institute (JASRI), SPring-8, 1-1-1 Kouto, Sayo-gun, Hyogo, 6795198, Japan
| | - Taiki Kosuge
- Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, 2268503, Japan
| | - Akira Sugai
- Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, 2268503, Japan
| | - Naoki Tsunoda
- Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, 2268503, Japan
| | - Yu Kumagai
- Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, 2268503, Japan
- Institute for Materials Research, Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai, 9808577, Japan
| | - Kosuke Beppu
- Department of Applied Chemistry for Environment, Graduate School of Urban Environmental Sciences, Tokyo Metropolitan University, 1-1 Minami-Osawa, Hachioji, Tokyo, 1920397, Japan
| | - Takuya Ohmi
- Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, 2268503, Japan
| | - Teppei Nagase
- Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, 2268503, Japan
| | - Kotaro Higashi
- Japan Synchrotron Radiation Research Institute (JASRI), SPring-8, 1-1-1 Kouto, Sayo-gun, Hyogo, 6795198, Japan
| | - Kazuo Kato
- Japan Synchrotron Radiation Research Institute (JASRI), SPring-8, 1-1-1 Kouto, Sayo-gun, Hyogo, 6795198, Japan
| | - Kiyofumi Nitta
- Japan Synchrotron Radiation Research Institute (JASRI), SPring-8, 1-1-1 Kouto, Sayo-gun, Hyogo, 6795198, Japan
| | - Tomoya Uruga
- Japan Synchrotron Radiation Research Institute (JASRI), SPring-8, 1-1-1 Kouto, Sayo-gun, Hyogo, 6795198, Japan
| | - Seiji Yamazoe
- Department of Chemistry, Graduate School of Science, Tokyo Metropolitan University, 1-1 Minami-Osawa, Hachioji, Tokyo, 1920397, Japan
- Elements Strategy Initiative for Catalysts & Batteries (ESICB), Kyoto University, Katsura, Nishikyo-ku, Kyoto, 6158245, Japan
| | - Fumiyasu Oba
- Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, 2268503, Japan
| | - Tsunehiro Tanaka
- Elements Strategy Initiative for Catalysts & Batteries (ESICB), Kyoto University, Katsura, Nishikyo-ku, Kyoto, 6158245, Japan
- Department of Molecular Engineering, Graduate school of Engineering, Kyoto University, Nishikyo-ku, Kyoto, 6158510, Japan
| | - Masaki Azuma
- Laboratory for Materials and Structures, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama, 2268503, Japan
- Living Systems Materialogy (LiSM) Research Group, International Research Frontiers Initiative (IRFI), Tokyo Institute of Technology, Yokohama, 2268501, Japan
- Kanagawa Institute of Industrial Science and Technology (KISTEC), 705-1 Shimoimaizumi, Ebina, Kanagawa, 2430435, Japan
| | - Saburo Hosokawa
- Elements Strategy Initiative for Catalysts & Batteries (ESICB), Kyoto University, Katsura, Nishikyo-ku, Kyoto, 6158245, Japan
- Faculty of Materials Science and Engineering, Kyoto Institute of Technology, Matsugasaki, Sakyo-ku, Kyoto, 6068585, Japan
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15
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Keilholz S, Paul R, Dorsch LY, Kohlmann H. In Situ X-ray Diffraction Studies on the Reduction of V 2 O 5 and WO 3 by Using Hydrogen. Chemistry 2023; 29:e202203932. [PMID: 36718944 DOI: 10.1002/chem.202203932] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 01/27/2023] [Accepted: 01/30/2023] [Indexed: 02/01/2023]
Abstract
The reduction of metal oxides with hydrogen is widely used for the production of fine chemicals and metals both on the laboratory and industry scale. In situ methods can help to elucidate reaction pathways and to gain control over such synthesis reactions. In this study, the reduction of WO3 and V2 O5 with hydrogen was investigated by in situ X-ray powder diffraction with regard to intermediates and the influence of heating rates and hydrogen flow rates. Mixtures of V4 O9 , V6 O13 and VO2 in two modifications were identified as intermediates on the way to phase-pure V2 O3 . None of the intermediates occurs in a single phase and therefore cannot be prepared this way. In contrast, the intermediates of the WO3 reduction, H0.23 WO3 and W10 O29 , appear consecutively and can be isolated. For both reactions, the heating and flow rates have little influence on the formation of intermediates.
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Affiliation(s)
- Simon Keilholz
- Institute of Inorganic Chemistry, Leipzig University, Johannisallee 29, 04103, Leipzig, Germany
- MOLYMET Germany GmbH, Niels-Bohr-Str. 5, 06749, Bitterfeld-Wolfen, Germany
| | - Roman Paul
- Institute of Inorganic Chemistry, Leipzig University, Johannisallee 29, 04103, Leipzig, Germany
| | - Leonhard Yuuta Dorsch
- Institute of Inorganic Chemistry, Leipzig University, Johannisallee 29, 04103, Leipzig, Germany
| | - Holger Kohlmann
- Institute of Inorganic Chemistry, Leipzig University, Johannisallee 29, 04103, Leipzig, Germany
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16
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Bhaskar G, Gvozdetskyi V, Carnahan SL, Wang R, Mantravadi A, Wu X, Ribeiro RA, Huang W, Rossini AJ, Ho KM, Canfield PC, Lebedev OI, Zaikina JV. Path Less Traveled: A Contemporary Twist on Synthesis and Traditional Structure Solution of Metastable LiNi 12B 8. ACS MATERIALS AU 2022; 2:614-625. [PMID: 36124003 PMCID: PMC9480833 DOI: 10.1021/acsmaterialsau.2c00033] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Gourab Bhaskar
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
| | | | - Scott L. Carnahan
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
- Ames Laboratory, US DOE, Iowa State University, Ames, Iowa 50011, United States
| | - Renhai Wang
- Ames Laboratory, US DOE, Iowa State University, Ames, Iowa 50011, United States
- School of Physics and Optoelectronic Engineering, Guangdong University of Technology, Guangzhou 510006, China
| | | | - Xun Wu
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
- Ames Laboratory, US DOE, Iowa State University, Ames, Iowa 50011, United States
| | - Raquel A. Ribeiro
- Department of Physics and Astronomy, Iowa State University, Ames, Iowa 50011, United States
| | - Wenyu Huang
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
- Ames Laboratory, US DOE, Iowa State University, Ames, Iowa 50011, United States
| | - Aaron J. Rossini
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
- Ames Laboratory, US DOE, Iowa State University, Ames, Iowa 50011, United States
| | - Kai-Ming Ho
- Department of Physics and Astronomy, Iowa State University, Ames, Iowa 50011, United States
| | - Paul C. Canfield
- Ames Laboratory, US DOE, Iowa State University, Ames, Iowa 50011, United States
- Department of Physics and Astronomy, Iowa State University, Ames, Iowa 50011, United States
| | - Oleg I. Lebedev
- Laboratoire CRISMAT, ENSICAEN, CNRS UMR 650814050, Caen 14050, France
| | - Julia V. Zaikina
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
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17
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Keilholz S, Kohlmann H, Uhlenhut H, Gabke A, García‐Schollenbruch M. In situ
X‐ray diffraction studies on the production process of rhenium. Z Anorg Allg Chem 2022. [DOI: 10.1002/zaac.202200232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Simon Keilholz
- Universität Leipzig Johannisallee 29 04103 Leipzig Germany
- MOLYMET Germany GmbH Niels-Bohr-Str. 5 06749 Bitterfeld-Wolfen Germany
| | | | - Henning Uhlenhut
- MOLYMET Germany GmbH Niels-Bohr-Str. 5 06749 Bitterfeld-Wolfen Germany
| | - Andrea Gabke
- MOLYMET Germany GmbH Niels-Bohr-Str. 5 06749 Bitterfeld-Wolfen Germany
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18
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Quak DH, Sarif M, Opitz P, Lange M, Jegel O, Pham DH, Koziol M, Prädel L, Mondeshki M, Tahir MN, Tremel W. Generalized synthesis of NaCrO 2 particles for high-rate sodium ion batteries prepared by microfluidic synthesis in segmented flow. Dalton Trans 2022; 51:10466-10474. [PMID: 35763037 DOI: 10.1039/d1dt04333a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
NaCrO2 particles for high-rate sodium ion batteries were prepared on a multigram scale in segmented flow from chromium nitrate and sodium nitrate using a segregated flow water-in-oil emulsion drying process. Microfluidic processing is an environmentally friendly and rapid synthetic method, which can produce large-scale industrial implementation for the production of materials with superior properties. The reaction time for NaCrO2 particles was reduced by almost one order of magnitude compared to a normal flask synthesis and by several orders of magntitude compared to a conventional solid-state reaction. In addition, it allows for an easy upscaling and was generalized for the synthesis of other layered oxides NaMO2 (M = Cr, Fe, Co, Al). The automated water-in-oil emulsion approach circumvents the diffusion limits of solid-state reactions by allowing a rapid intermixing of the components at a molecular level in submicrometer-sized micelles. A combination of Raman and nuclear magnetic resonance spectroscopy (1H, 23Na), thermal analysis, X-ray diffraction and high resolution transmission electron microscopy provided insight into the formation mechanism of NaCrO2 particles. The new synthesis method allows cathode materials of different types to be produced in a large scale, constant quality and in short reaction times in an automated manner.
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Affiliation(s)
- Do-Hyun Quak
- Department Chemie, Johannes Gutenberg-Universität Mainz, Duesbergweg 10-14, D-55128 Mainz, Germany.
| | - Massih Sarif
- Department Chemie, Johannes Gutenberg-Universität Mainz, Duesbergweg 10-14, D-55128 Mainz, Germany.
| | - Phil Opitz
- Department Chemie, Johannes Gutenberg-Universität Mainz, Duesbergweg 10-14, D-55128 Mainz, Germany.
| | - Martin Lange
- Department Chemie, Johannes Gutenberg-Universität Mainz, Duesbergweg 10-14, D-55128 Mainz, Germany.
| | - Olga Jegel
- Department Chemie, Johannes Gutenberg-Universität Mainz, Duesbergweg 10-14, D-55128 Mainz, Germany.
| | - Dang Hieu Pham
- Department Chemie, Johannes Gutenberg-Universität Mainz, Duesbergweg 10-14, D-55128 Mainz, Germany.
| | - Martha Koziol
- Department Chemie, Johannes Gutenberg-Universität Mainz, Duesbergweg 10-14, D-55128 Mainz, Germany.
| | - Leon Prädel
- Max-Planck-Institut für Polymerforschung, Ackermannweg 10, D-55128 Mainz, Germany
| | - Mihail Mondeshki
- Department Chemie, Johannes Gutenberg-Universität Mainz, Duesbergweg 10-14, D-55128 Mainz, Germany.
| | - Muhammad Nawaz Tahir
- Department of Chemistry, King Fahd University of Petroleum and Minerals, P.O. Box 5048, Dhahran 31261, Kingdom of Saudi Arabia
| | - Wolfgang Tremel
- Department Chemie, Johannes Gutenberg-Universität Mainz, Duesbergweg 10-14, D-55128 Mainz, Germany.
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19
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Kumar A, Dutta S, Kim S, Kwon T, Patil SS, Kumari N, Jeevanandham S, Lee IS. Solid-State Reaction Synthesis of Nanoscale Materials: Strategies and Applications. Chem Rev 2022; 122:12748-12863. [PMID: 35715344 DOI: 10.1021/acs.chemrev.1c00637] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Nanomaterials (NMs) with unique structures and compositions can give rise to exotic physicochemical properties and applications. Despite the advancement in solution-based methods, scalable access to a wide range of crystal phases and intricate compositions is still challenging. Solid-state reaction (SSR) syntheses have high potential owing to their flexibility toward multielemental phases under feasibly high temperatures and solvent-free conditions as well as their scalability and simplicity. Controlling the nanoscale features through SSRs demands a strategic nanospace-confinement approach due to the risk of heat-induced reshaping and sintering. Here, we describe advanced SSR strategies for NM synthesis, focusing on mechanistic insights, novel nanoscale phenomena, and underlying principles using a series of examples under different categories. After introducing the history of classical SSRs, key theories, and definitions central to the topic, we categorize various modern SSR strategies based on the surrounding solid-state media used for nanostructure growth, conversion, and migration under nanospace or dimensional confinement. This comprehensive review will advance the quest for new materials design, synthesis, and applications.
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Affiliation(s)
- Amit Kumar
- Creative Research Initiative Center for Nanospace-confined Chemical Reactions (NCCR) and Department of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 37673, Korea
| | - Soumen Dutta
- Creative Research Initiative Center for Nanospace-confined Chemical Reactions (NCCR) and Department of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 37673, Korea
| | - Seonock Kim
- Creative Research Initiative Center for Nanospace-confined Chemical Reactions (NCCR) and Department of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 37673, Korea
| | - Taewan Kwon
- Creative Research Initiative Center for Nanospace-confined Chemical Reactions (NCCR) and Department of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 37673, Korea
| | - Santosh S Patil
- Creative Research Initiative Center for Nanospace-confined Chemical Reactions (NCCR) and Department of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 37673, Korea
| | - Nitee Kumari
- Creative Research Initiative Center for Nanospace-confined Chemical Reactions (NCCR) and Department of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 37673, Korea
| | - Sampathkumar Jeevanandham
- Creative Research Initiative Center for Nanospace-confined Chemical Reactions (NCCR) and Department of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 37673, Korea
| | - In Su Lee
- Creative Research Initiative Center for Nanospace-confined Chemical Reactions (NCCR) and Department of Chemistry, Pohang University of Science and Technology (POSTECH), Pohang 37673, Korea.,Institute for Convergence Research and Education in Advanced Technology (I-CREATE), Yonsei University, Seoul 03722, Korea
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20
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Keilholz S, Kohlmann H, Uhlenhut H, Gabke A, García-Schollenbruch M. In Situ X-ray Diffraction Studies on the Production Process of Molybdenum. Inorg Chem 2022; 61:10126-10132. [PMID: 35708297 DOI: 10.1021/acs.inorgchem.2c01226] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
During the production of molybdenum, the first reduction step of molybdenum trioxide to molybdenum dioxide is crucial in directing important product properties like particle size and oxygen content. In this study, the influence of heating rate, hydrogen flow, and potassium content on the reduction of MoO3 has been investigated via in situ X-ray powder diffraction. For low heating rates, a molybdenum bronze HxMoO3 could be confirmed as an intermediate, while γ-Mo4O11 can only be observed at high heating rates. Molybdenum formation at temperatures as low as 873 K can be controlled via hydrogen flow. The potassium content of reactants has a direct influence on the amount of Mo4O11 formed during the reaction as well as rates of Mo4O11 and MoO2 formation.
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Affiliation(s)
- Simon Keilholz
- MOLYMET Germany GmbH, Bitterfeld-Wolfen 06749, Germany.,Inorganic Chemistry, Leipzig University, Leipzig 04103, Germany
| | - Holger Kohlmann
- Inorganic Chemistry, Leipzig University, Leipzig 04103, Germany
| | | | - Andrea Gabke
- MOLYMET Germany GmbH, Bitterfeld-Wolfen 06749, Germany
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21
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Gabilondo E, O'Donnell S, Newell R, Broughton R, Mateus M, Jones JL, Maggard PA. Renaissance of Topotactic Ion-Exchange for Functional Solids with Close Packed Structures. Chemistry 2022; 28:e202200479. [PMID: 35389540 PMCID: PMC9321548 DOI: 10.1002/chem.202200479] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Indexed: 01/06/2023]
Abstract
Recently, many new, complex, functional oxides have been discovered with the surprising use of topotactic ion-exchange reactions on close-packed structures, such as found for wurtzite, rutile, perovskite, and other structure types. Despite a lack of apparent cation-diffusion pathways in these structure types, synthetic low-temperature transformations are possible with the interdiffusion and exchange of functional cations possessing ns2 stereoactive lone pairs (e. g., Sn(II)) or unpaired ndx electrons (e. g., Co(II)), targeting new and favorable modulations of their electronic, magnetic, or catalytic properties. This enables a synergistic blending of new functionality to an underlying three-dimensional connectivity, i. e., [-M-O-M-O-]n , that is maintained during the transformation. In many cases, this tactic represents the only known pathway to prepare thermodynamically unstable solids that otherwise would commonly decompose by phase segregation, such as that recently applied to the discovery of many new small bandgap semiconductors.
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Affiliation(s)
- Eric Gabilondo
- Department of ChemistryNorth Carolina State UniversityRaleighNC 27695USA
| | - Shaun O'Donnell
- Department of ChemistryNorth Carolina State UniversityRaleighNC 27695USA
| | - Ryan Newell
- Department of Materials Science and EngineeringNorth Carolina State UniversityRaleighNC 27695USA
| | - Rachel Broughton
- Department of Materials Science and EngineeringNorth Carolina State UniversityRaleighNC 27695USA
| | - Marcelo Mateus
- Department of Materials Science and EngineeringNorth Carolina State UniversityRaleighNC 27695USA
| | - Jacob L. Jones
- Department of Materials Science and EngineeringNorth Carolina State UniversityRaleighNC 27695USA
| | - Paul A. Maggard
- Department of ChemistryNorth Carolina State UniversityRaleighNC 27695USA
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22
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Courteau B, Gvozdetskyi V, Lee S, Cox T, Zaikina JV. Ternary antimonide NaCd4Sb3: Hydride synthesis, crystal structure and transport properties. Z Anorg Allg Chem 2022. [DOI: 10.1002/zaac.202200095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
| | - Volodymyr Gvozdetskyi
- Iowa State University of Science and Technology: Iowa State University Chemistry 50011 Ames UNITED STATES
| | - Shannon Lee
- Iowa State University of Science and Technology: Iowa State University Chemistry 50011 Ames UNITED STATES
| | - Tori Cox
- Iowa State University of Science and Technology: Iowa State University Chemistry 50011 Ames UNITED STATES
| | - Julia V. Zaikina
- Iowa State University Chemistry 2415 Osborn Drive, 1605 Gilman Hall 50011-1021 Ames UNITED STATES
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23
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Pflug C, Rudolph D, Schleid T, Kohlmann H. Hydrogenation Reaction Pathways and Crystal Structures of La
2
H
2
Se, La
2
H
3
Se and La
2
H
4
Se. Eur J Inorg Chem 2022. [DOI: 10.1002/ejic.202101095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Christian Pflug
- Leipzig University Institute for Inorganic Chemistry Johannisallee 29 04103 Leipzig Germany
| | - Daniel Rudolph
- Institute for Inorganic Chemistry University of Stuttgart Pfaffenwaldring 55 70569 Stuttgart Germany
| | - Thomas Schleid
- Institute for Inorganic Chemistry University of Stuttgart Pfaffenwaldring 55 70569 Stuttgart Germany
| | - Holger Kohlmann
- Leipzig University Institute for Inorganic Chemistry Johannisallee 29 04103 Leipzig Germany
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24
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Stackhouse CA, Yan S, Wang L, Kisslinger K, Tappero R, Head AR, Tallman KR, Takeuchi ES, Bock DC, Takeuchi KJ, Marschilok AC. Characterization of Materials Used as Face Coverings for Respiratory Protection. ACS APPLIED MATERIALS & INTERFACES 2021; 13:47996-48008. [PMID: 34582689 DOI: 10.1021/acsami.1c11200] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Use of masks is a primary tool to prevent the spread of the novel COVID-19 virus resulting from unintentional close contact with infected individuals. However, detailed characterization of the chemical properties and physical structure of common mask materials is lacking in the current literature. In this study, a series of commercial masks and potential mask materials, including 3M Particulate Respirator 8210 N95, a material provided by Oak Ridge National Laboratory Carbon Fiber Technology Facility (ORNL/CFTF), and a Filti Face Mask Material, were characterized by a suite of techniques, including scanning electron microscopy, X-ray diffraction, Raman spectroscopy, and X-ray photoelectron spectroscopy. Wetting properties of the mask materials were quantified by measurements of contact angle with a saliva substitute. Mask pass-through experiments were performed using a dispersed metal oxide nanoparticle suspension to model the SARS-CoV-2 virus, with quantification via spatially resolved X-ray fluorescence mapping. Notably, all mask materials tested provided a strong barrier against respiratory droplet breakthrough. The comparisons and characterizations provided in this study provide useful information when evaluating mask materials for respiratory protection.
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Affiliation(s)
- Chavis A Stackhouse
- Institute for Electrochemically Stored Energy, Stony Brook University, Stony Brook, New York 11794, United States
- Department of Chemistry, Stony Brook University, Stony Brook, New York 11794, United States
| | - Shan Yan
- Institute for Electrochemically Stored Energy, Stony Brook University, Stony Brook, New York 11794, United States
- Interdisciplinary Science Department, Brookhaven National Laboratory, Upton New York 11973, United States
| | - Lei Wang
- Institute for Electrochemically Stored Energy, Stony Brook University, Stony Brook, New York 11794, United States
- Interdisciplinary Science Department, Brookhaven National Laboratory, Upton New York 11973, United States
| | - Kim Kisslinger
- Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton New York 11973, United States
| | - Ryan Tappero
- National Synchrotron Light Source II, Brookhaven National Laboratory, Upton, New York 11973, United States
| | - Ashley R Head
- Center for Functional Nanomaterials, Brookhaven National Laboratory, Upton New York 11973, United States
| | - Killian R Tallman
- Institute for Electrochemically Stored Energy, Stony Brook University, Stony Brook, New York 11794, United States
- Department of Chemistry, Stony Brook University, Stony Brook, New York 11794, United States
| | - Esther S Takeuchi
- Institute for Electrochemically Stored Energy, Stony Brook University, Stony Brook, New York 11794, United States
- Interdisciplinary Science Department, Brookhaven National Laboratory, Upton New York 11973, United States
- Department of Materials Science and Chemical Engineering, Stony Brook University, Stony Brook, New York 11794, United States
| | - David C Bock
- Institute for Electrochemically Stored Energy, Stony Brook University, Stony Brook, New York 11794, United States
- Interdisciplinary Science Department, Brookhaven National Laboratory, Upton New York 11973, United States
| | - Kenneth J Takeuchi
- Institute for Electrochemically Stored Energy, Stony Brook University, Stony Brook, New York 11794, United States
- Interdisciplinary Science Department, Brookhaven National Laboratory, Upton New York 11973, United States
- Department of Materials Science and Chemical Engineering, Stony Brook University, Stony Brook, New York 11794, United States
| | - Amy C Marschilok
- Institute for Electrochemically Stored Energy, Stony Brook University, Stony Brook, New York 11794, United States
- Department of Chemistry, Stony Brook University, Stony Brook, New York 11794, United States
- Department of Materials Science and Chemical Engineering, Stony Brook University, Stony Brook, New York 11794, United States
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25
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Maggard PA. Capturing Metastable Oxide Semiconductors for Applications in Solar Energy Conversion. Acc Chem Res 2021; 54:3160-3171. [PMID: 34347430 DOI: 10.1021/acs.accounts.1c00210] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
ConspectusMany small bandgap semiconductors have been discovered or predicted to exist beyond the edges of stability, that is, accessible only as metastable solids that are thermodynamically unstable. In many cases, these metastable semiconductors have been revealed to have technologically promising properties for solar energy conversion, such as in photocatalysis or in photovoltaics. This Account presents a review of research results selected from my group and others in recent years on these semiconductors. Notably, these include the chemical systems of mixed-metal oxides (i.e., M'MOx; M = Ti(IV), Nb(V), or Ta(V) cation; M' = Ag(I), Cu(I), Sn(II), Pb(II), or Bi(III) cation), which have diverse structure types and compositions. High photocatalytic activities have been found for the light-driven reduction or oxidation of water as p- or n-type photoelectrodes, respectively, or as suspended powders in aqueous solutions. These have exhibited new combinations of favorable semiconductor properties, such as deep visible-light absorption, near-optimal band edge energies, defect tolerance, and functional carrier mobilities and charge separation. As described herein, this set of properties is inextricably linked to their metastable nature, that is, the crystalline structures and compositions needed for these characteristics lead naturally to thermodynamic instabilities.This Account focuses on current research efforts that have begun unlocking the potential of these semiconductors via new recent advances in (1) synthetic approaches that enable their preparation and (2) the understanding of structure-property relationships discovered at the precipices of stability that lead to the improved semiconductor properties. For example, low-temperature reactions have been developed to facilitate greater kinetic control, such as with the use of molten salts, and have been a key factor in preparing many of these semiconductors. As a result, a plethora of promising new mixed-metal oxide systems have been uncovered that exhibit band gaps spanning the range of photon energies from ∼1.3 to >3.0 eV. Especially relevant for visible-light applications are the Cu(I)- and Sn(II)-containing semiconductors. For example, n-type Sn(II)-titanates and p-type Cu(I)-niobates can be synthesized by flux methods and exhibit some of the smallest known visible-light band gaps that also maintain suitable conduction and valence band edges for driving the water-splitting half reactions. Kinetic stabilization of these metastable semiconductors against thermally driven phase segregation is increased with the formation of solid solutions for both the M and M' cation sites, leading to effective strategies to more finely tune their band gaps, band edge energies, and photoelectrochemical properties. Many unique and useful relationships are emerging between the synthesis and structures of metastable semiconductors and their physical properties, leading to more efficient solar energy conversion.
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Affiliation(s)
- Paul A Maggard
- Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695-8204, United States
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26
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Ito H, Shitara K, Wang Y, Fujii K, Yashima M, Goto Y, Moriyoshi C, Rosero‐Navarro NC, Miura A, Tadanaga K. Kinetically Stabilized Cation Arrangement in Li 3 YCl 6 Superionic Conductor during Solid-State Reaction. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2021; 8:e2101413. [PMID: 34138514 PMCID: PMC8336504 DOI: 10.1002/advs.202101413] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 05/10/2021] [Indexed: 05/06/2023]
Abstract
The main approach for exploring metastable materials is via trial-and-error synthesis, and there is limited understanding of how metastable materials are kinetically stabilized. In this study, a metastable phase superionic conductor, β-Li3 YCl6 , is discovered through in situ X-ray diffraction after heating a mixture of LiCl and YCl3 powders. While Cl- arrangement is represented as a hexagonal close packed structure in both metastable β-Li3 YCl6 synthesized below 600 K and stable α-Li3 YCl6 above 600 K, the arrangement of Li+ and Y3+ in β-Li3 YCl6 determined by neutron diffraction brought about the cell with a 1/√3 a-axis and a similar c-axis of stable α-Li3 YCl6 . Higher Li+ ion conductivity and lower activation energy for Li+ transport are observed in comparison with α-Li3 YCl6 . The computationally calculated low migration barrier of Li+ supports the low activation energy for Li+ conduction, and the calculated high migration barrier of Y3+ kinetically stabilizes this metastable phase by impeding phase transformation to α-Li3 YCl6 . This work shows that the combination of in situ observation of solid-state reactions and computation of the migration energy can facilitate the comprehension of the solid-state reactions allowing kinetic stabilization of metastable materials, and can enable the discovery of new metastable materials in a short time.
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Affiliation(s)
- Hiroaki Ito
- Graduate School of Chemical Science and EngineeringHokkaido UniversityKita 13, Nishi 8SapporoHokkaido060‐8628Japan
| | - Kazuki Shitara
- Joint and Welding Research InstituteOsaka University11‐1 MihogaokaIbarakiOsaka567‐0047Japan
- Nanostructures Research LaboratoryJapan Fine Ceramics Center2‐4‐1, Mutsuno, Atsuta, NagoyaAichi456‐8587Japan
| | - Yongming Wang
- Creative Research Institution Hokkaido UniversityKita 21, Nishi 10SapporoHokkaido001‐0021Japan
| | - Kotaro Fujii
- Department of Chemistry, School of ScienceTokyo Institute of Technology2‐12‐1 W4‐17 O‐okayama, MeguroTokyo152‐8551Japan
| | - Masatomo Yashima
- Department of Chemistry, School of ScienceTokyo Institute of Technology2‐12‐1 W4‐17 O‐okayama, MeguroTokyo152‐8551Japan
| | - Yosuke Goto
- Department of PhysicsTokyo Metropolitan University1‐1 Minami‐OsawaHachiojiTokyo192‐0397Japan
| | - Chikako Moriyoshi
- Graduate School of Advanced Science and EngineeringHiroshima University1‐3‐1 KagamiyamaHigashihiroshimaHiroshima739‐8526Japan
| | | | - Akira Miura
- Faculty of EngineeringHokkaido UniversityKita 13, Nishi 8SapporoHokkaido060‐8628Japan
| | - Kiyoharu Tadanaga
- Faculty of EngineeringHokkaido UniversityKita 13, Nishi 8SapporoHokkaido060‐8628Japan
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27
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Validation of a Sapphire Gas-Pressure Cell for Real-Time In Situ Neutron Diffraction Studies of Hydrogenation Reactions. QUANTUM BEAM SCIENCE 2021. [DOI: 10.3390/qubs5030022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
A gas-pressure cell, based on a leuco-sapphire single-crystal, serving as a pressure vessel and sample holder, is presented for real time in situ studies of solid-gas hydrogenation reactions. A stainless steel corpus, coated with neutron absorbing varnish, allows alignment for the single-crystal sample holder for minimizing contributions to the diffraction pattern. Openings in the corpus enable neutron scattering as well as contactless temperature surveillance and laser heating. The gas-pressure cell is validated via the deuteration of palladium powder, giving reliable neutron diffraction data at the high-intensity diffractometer D20 at the Institut Laue-Langevin (ILL), Grenoble, France. It was tested up to 15.0 MPa of hydrogen pressure at room temperature, 718 K at ambient pressure and 584 K at 9.5 MPa of hydrogen pressure.
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28
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Abstract
There have been a number of surprising reports of unexpected products when preparing heterostructures of Bi2Se3 with other 2D layers. These reports prompted us to explore the formation of metastable heterostructures containing Bi2Se3 using X-ray diffraction techniques to follow the reaction pathway. We discovered that the products formed depend on the electronic properties of the second constituent. Bi|Se layers deposited in a 2:3 ratio with enough atoms to make a single five-plane layer evolved to form thermodynamically stable Bi2Se3 as expected from the phase diagram. When the same Bi|Se layers were sequentially deposited with M|Se layers that form semiconductor layers (PbSe and 2H-MoSe2), Bi2Se3-containing heterostructures formed. When the same Bi|Se layers were deposited with M|Se layers that form metallic layers (TiSe2, VSe2, and 1T-MoSe2), BiSe-containing heterostructures formed. The amount of excess Se in the precursor controls whether [(Bi2Se3)1+δ]1[(MoSe2)]1 or [(BiSe)1+γ]1[(MoSe2)]1 forms. XPS data indicates that a mixture of both metallic 1T and semiconducting 2H-MoSe2 is present in [(BiSe)1+γ]1[(MoSe2)]1, while only semiconducting 2H-MoSe2 is present when layered with Bi2Se3. The electronic structure of adjacent layers impacts the formation of different structures from layers with similar local compositions. This provides an important additional parameter to consider when designing the synthesis of heterostructures, similar to substituent effects in molecular chemistry.
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Affiliation(s)
- Marisa A Choffel
- Department of Chemistry and Materials Science Institute, University of Oregon, Eugene, Oregon 97403, United States
| | - Taryn Mieko Kam
- Department of Chemistry and Materials Science Institute, University of Oregon, Eugene, Oregon 97403, United States
| | - David C Johnson
- Department of Chemistry and Materials Science Institute, University of Oregon, Eugene, Oregon 97403, United States
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29
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Miura A, Bartel CJ, Goto Y, Mizuguchi Y, Moriyoshi C, Kuroiwa Y, Wang Y, Yaguchi T, Shirai M, Nagao M, Rosero-Navarro NC, Tadanaga K, Ceder G, Sun W. Observing and Modeling the Sequential Pairwise Reactions that Drive Solid-State Ceramic Synthesis. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2021; 33:e2100312. [PMID: 33949743 DOI: 10.1002/adma.202100312] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 03/04/2021] [Indexed: 06/12/2023]
Abstract
Solid-state synthesis from powder precursors is the primary processing route to advanced multicomponent ceramic materials. Designing reaction conditions and precursors for ceramic synthesis can be a laborious, trial-and-error process, as heterogeneous mixtures of precursors often evolve through a complicated series of reaction intermediates. Here, ab initio thermodynamics is used to model which pair of precursors has the most reactive interface, enabling the understanding and anticipation of which non-equilibrium intermediates form in the early stages of a solid-state reaction. In situ X-ray diffraction and in situ electron microscopy are then used to observe how these initial intermediates influence phase evolution in the synthesis of the classic high-temperature superconductor YBa2 Cu3 O6+ x (YBCO). The model developed herein rationalizes how the replacement of the traditional BaCO3 precursor with BaO2 redirects phase evolution through a low-temperature eutectic melt, facilitating the formation of YBCO in 30 min instead of 12+ h. Precursor selection plays an important role in tuning the thermodynamics of interfacial reactions and emerges as an important design parameter in planning kinetically favorable synthesis pathways to complex ceramic materials.
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Affiliation(s)
- Akira Miura
- Faculty of Engineering, Hokkaido University, Sapporo, 060-8628, Japan
| | - Christopher J Bartel
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA, 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Yosuke Goto
- Department of Physics, Tokyo Metropolitan University, Hachioji, 192-0397, Japan
| | - Yoshikazu Mizuguchi
- Department of Physics, Tokyo Metropolitan University, Hachioji, 192-0397, Japan
| | - Chikako Moriyoshi
- Graduate School of Advanced Science and Engineering, Hiroshima University, 1-3-1 Kagamiyama, Higashihiroshima, 739-8526, Japan
| | - Yoshihiro Kuroiwa
- Graduate School of Advanced Science and Engineering, Hiroshima University, 1-3-1 Kagamiyama, Higashihiroshima, 739-8526, Japan
| | - Yongming Wang
- Creative Research Institution Hokkaido University, Kita 21, Nishi 10, Sapporo, 001-0021, Japan
| | - Toshie Yaguchi
- Hitachi High-Tech Corporation, Ichige 882, Hitachinaka, 312-8504, Japan
| | - Manabu Shirai
- Hitachi High-Tech Corporation, Ichige 882, Hitachinaka, 312-8504, Japan
| | - Masanori Nagao
- Center for Crystal Science and Technology, University of Yamanashi, Kofu, 400-0021, Japan
| | | | - Kiyoharu Tadanaga
- Faculty of Engineering, Hokkaido University, Sapporo, 060-8628, Japan
| | - Gerbrand Ceder
- Department of Materials Science and Engineering, UC Berkeley, Berkeley, CA, 94720, USA
- Materials Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94720, USA
| | - Wenhao Sun
- Department of Materials Science and Engineering, University of Michigan, Ann Arbor, MI, 48109, USA
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30
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Calpa M, Nakajima H, Mori S, Goto Y, Mizuguchi Y, Moriyoshi C, Kuroiwa Y, Rosero-Navarro NC, Miura A, Tadanaga K. Formation Mechanism of β-Li 3PS 4 through Decomposition of Complexes. Inorg Chem 2021; 60:6964-6970. [PMID: 33913700 DOI: 10.1021/acs.inorgchem.1c00294] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
β-Li3PS4 is a solid electrolyte with high Li+ conductivity, applicable to sulfide-based all-solid-state batteries. While a β-Li3PS4-synthesized by solid-state reaction forms only in a narrow 300-450 °C temperature range upon heating, β-Li3PS4 is readily available by liquid-phase synthesis through low-temperature thermal decomposition of complexes composed of PS43- and various organic solvents. However, the conversion mechanism of β-Li3PS4 from these complexes is not yet understood. Herein, we proposed the synthesis mechanism of β-Li3PS4 from Li3PS4·acetonitrile (Li3PS4·ACN) and Li3PS4·1,2-dimethoxyethane (Li3PS4·DME), whose structural similarity with β-Li3PS4 would reduce the nucleation barrier for the formation of β-Li3PS4. Synchrotron X-ray diffraction clarified that both complexes possess similar layered structures consisting of alternating Li2PS4- and Li+-ACN/DME layers. ACN/DME was removed from these complexes upon heating, and rotation of the PS4 tetrahedra induced a uniaxial compression to form the β-Li3PS4 framework.
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Affiliation(s)
- Marcela Calpa
- Graduate School of Chemical Sciences and Engineering, Hokkaido University, Sapporo 060-8628, Japan.,Faculty of Engineering, Hokkaido University, Sapporo 060-8628, Japan
| | - Hiroshi Nakajima
- Department of Materials Science, Osaka Prefecture University, Sakai, Osaka 599-8531, Japan
| | - Shigeo Mori
- Department of Materials Science, Osaka Prefecture University, Sakai, Osaka 599-8531, Japan
| | - Yosuke Goto
- Department of Physics, Tokyo Metropolitan University, Hachioji 192-0397, Japan
| | - Yoshikazu Mizuguchi
- Department of Physics, Tokyo Metropolitan University, Hachioji 192-0397, Japan
| | - Chikako Moriyoshi
- Graduate School of Advanced Science and Engineering, Hiroshima University, Kagamiyama, Higashihiroshima 739-8526, Japan
| | - Yoshihiro Kuroiwa
- Graduate School of Advanced Science and Engineering, Hiroshima University, Kagamiyama, Higashihiroshima 739-8526, Japan
| | | | - Akira Miura
- Faculty of Engineering, Hokkaido University, Sapporo 060-8628, Japan
| | - Kiyoharu Tadanaga
- Faculty of Engineering, Hokkaido University, Sapporo 060-8628, Japan
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31
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Gómez‐Herrero A, Landa‐Cánovas AR, Otero‐Díaz LC. New Order in (BiS)
1.19
(Bi
1/3
Cr
2
S
4
) Misfit Layer Compound. Z Anorg Allg Chem 2021. [DOI: 10.1002/zaac.202000379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- A. Gómez‐Herrero
- ICTS Centro Nacional de Microscopía Electrónica Universidad Complutense de Madrid, E- 28040 Madrid Spain
| | - A. R. Landa‐Cánovas
- Instituto de Ciencia de Materiales de Madrid ICMM CSIC, Cantoblanco E 28049 Madrid Spain
| | - L. C. Otero‐Díaz
- Dpto. Química Inorgánica Fac. CC. Químicas Universidad Complutense de Madrid, E- 28040 Madrid Spain
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