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Chen C, Yao Q, Wang J, Ran C, Chao L, Xia Y, Chen Y. Fluid Chemistry of Metal Halide Perovskites. Angew Chem Int Ed Engl 2025; 64:e202503593. [PMID: 40122693 DOI: 10.1002/anie.202503593] [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: 02/12/2025] [Revised: 03/20/2025] [Accepted: 03/20/2025] [Indexed: 03/25/2025]
Abstract
Solution-processed metal halide perovskites (MHPs) have been rapidly developed worldwide, with much attention to fluid dynamic, fluid crystallization, and fluid interfaces, all falling within the realm of fluid chemistry. It is widely recognized that the theory of fluid chemistry has been proven to provide an effective means for the improvement of perovskite crystallization and the enhancement of perovskite solar cells (PSCs) performance. In this review, the fluid behavior, microfluidic synthesis, and aging process of perovskite materials are first investigated, with emphasis on the related improvement methods and chemical mechanisms. Second, the internal crystallization chemistry, external interface chemistry, and the large-area PSCs based on the fluid chemistry are discussed. Finally, four specific directions for future studies of fluid chemistry of MHPs are proposed, aiming to harness the theoretical advantages of fluid chemistry and contribute to the industrialization of PSCs.
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Affiliation(s)
- Changshun Chen
- Frontiers Science Center for Flexible Electronics, Institute of Flexible Electronics (IFE), Northwestern Polytechnical University, 127 West Youyi Road, Xi'an, 710072, China
- State Key Laboratory of Flexible Electronics (LoFE) & Institute of Advanced Materials (IAM), School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), 30 South Puzhu Road, Nanjing, Jiangsu, 211816, China
| | - Qing Yao
- State Key Laboratory of Flexible Electronics (LoFE) & Institute of Advanced Materials (IAM), School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), 30 South Puzhu Road, Nanjing, Jiangsu, 211816, China
| | - Jinpei Wang
- State Key Laboratory of Flexible Electronics (LoFE) & Institute of Advanced Materials (IAM), School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), 30 South Puzhu Road, Nanjing, Jiangsu, 211816, China
| | - Chenxin Ran
- Frontiers Science Center for Flexible Electronics, Institute of Flexible Electronics (IFE), Northwestern Polytechnical University, 127 West Youyi Road, Xi'an, 710072, China
| | - Lingfeng Chao
- State Key Laboratory of Flexible Electronics (LoFE) & Institute of Advanced Materials (IAM), School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), 30 South Puzhu Road, Nanjing, Jiangsu, 211816, China
| | - Yingdong Xia
- State Key Laboratory of Flexible Electronics (LoFE) & Institute of Advanced Materials (IAM), School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), 30 South Puzhu Road, Nanjing, Jiangsu, 211816, China
| | - Yonghua Chen
- State Key Laboratory of Flexible Electronics (LoFE) & Institute of Advanced Materials (IAM), School of Flexible Electronics (Future Technologies), Nanjing Tech University (NanjingTech), 30 South Puzhu Road, Nanjing, Jiangsu, 211816, China
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Chen W, Chen X, Wang S, Yao X, Zhang H, Huang Y, Chen F, Guo F, Shi C, Pan X. Mitigating Carrier and Energy Losses via Interface Modulator Toward High-Performance Perovskite Solar Cells. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025:e2501107. [PMID: 40405703 DOI: 10.1002/smll.202501107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2025] [Revised: 04/29/2025] [Indexed: 05/24/2025]
Abstract
Interface engineering has become the main force in reforming the photogenerated carrier and energy losses in perovskite solar cells (PSCs). Here, a multifaceted hole-selective molecule C-DPT, is designed and synthesized with methoxy-triphenylamine-carbazole and diphenyl-triazine units, which is employed as the interface modulator between perovskite and hole transport layer. The introduction of C-DPT endows the perovskite/hole transport layer heterojunction with a more flat physical contact, lower trap density, and faster hole extraction. The combined theoretical and experimental results decipher that C-DPT possessing the compatible contact and favorable perovskite binding ability can efficiently boost the interfacial defect restoration, compensate the interfacial energetic offset, and promote the interfacial carrier transportation. As a result, C-DPT-modified PSC delivers a champion power conversion efficiency of 24.02% in conjunction with the pronouncedly improved long-term ambient, thermal, and humidity stability.
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Affiliation(s)
- Wangchao Chen
- School of Chemistry and Chemical Engineering, Anhui Province Key Laboratory of Value-Added Catalytic Conversion and Reaction Engineering, Hefei University of Technology (HFUT), Hefei, 230009, China
| | - Xuan Chen
- School of Chemistry and Chemical Engineering, Anhui Province Key Laboratory of Value-Added Catalytic Conversion and Reaction Engineering, Hefei University of Technology (HFUT), Hefei, 230009, China
| | - Shengcan Wang
- School of Chemistry and Chemical Engineering, Anhui Province Key Laboratory of Value-Added Catalytic Conversion and Reaction Engineering, Hefei University of Technology (HFUT), Hefei, 230009, China
| | - Xin Yao
- School of Chemistry and Chemical Engineering, Anhui Province Key Laboratory of Value-Added Catalytic Conversion and Reaction Engineering, Hefei University of Technology (HFUT), Hefei, 230009, China
| | - Hong Zhang
- Hebei Computational Optical Imaging and Photoelectric Detection Technology Innovation Center, Hebei International Joint Research Center for Computational Optical Imaging and Intelligent Sensing, School of Mathematics and Physics Science and Engineering, Hebei University of Engineering (HUE), Handan, 056038, China
| | - Yang Huang
- Anhui Institute of Innovation for Industrial Technology, Hefei, 230088, China
| | - Fei Chen
- Anhui Huasun Energy Co., Ltd, Xuancheng, 242000, China
| | - Fuling Guo
- School of Chemistry and Chemical Engineering, Anhui Province Key Laboratory of Value-Added Catalytic Conversion and Reaction Engineering, Hefei University of Technology (HFUT), Hefei, 230009, China
| | - Chengwu Shi
- School of Chemistry and Chemical Engineering, Anhui Province Key Laboratory of Value-Added Catalytic Conversion and Reaction Engineering, Hefei University of Technology (HFUT), Hefei, 230009, China
| | - Xu Pan
- Key Laboratory of Photovoltaic and Energy Conservation Material, Institute of Solid-State Physics, Hefei Institutes of Physical Science (HIPS), Chinese Academy of Sciences, Hefei, 230031, China
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Tang S, Zhang Z, Yu Y, Liu X, He D, Shai X, Zhang J, Feng J, Yi J, Chen C, Yu H, Chen J. Crystallization Modulation and Comprehensive Defect Passivation by Carbonyl Functionalized Spacer Cation Towards High-Performance Inverted Perovskite Solar Cells. Angew Chem Int Ed Engl 2025; 64:e202425605. [PMID: 39995213 DOI: 10.1002/anie.202425605] [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: 12/30/2024] [Revised: 01/29/2025] [Accepted: 02/24/2025] [Indexed: 02/26/2025]
Abstract
The inverted cesium/formamidinium (CsFA)-based methylammonium-free perovskite solar cells possess great potential in simultaneously realizing high power conversion efficiency (PCE) and excellent stability. However, the uncontrollable crystallization process and poor film quality hinder further enhancement of photovoltaic performance and operational stability. Herein, we propose a synergistic modulation strategy of perovskite crystallization and the defects at grain boundaries (GBs) and interface by using a novel carbonyl functionalized spacer cation. L-Alanine benzyl ester hydrochloride (L-ABEHCl) containing carbonyl functionalized ammonium cation is incorporated into perovskite precursor solution, increasing the nucleation rate and reducing the crystal growth rate because of its strong interaction with precursor components, leading to increased grain size and crystallinity. No 2D perovskite is formed for L-ABEHCl as additive whereas 2D perovskite is formed upon L-ABEHCl post-treatment. It is revealed that FA+ and Cs+ in precursor solution suppress the formation of 2D perovskite. As a result, the L-ABEHCl passivates the defects at GBs in the form of organic salts and passivates interface defects in the form of 2D perovskite. Due to minimized carrier nonradiative recombination losses, the inverted devices using synergistic modulation strategy achieve a maximum PCE of 25.77 % (certified stabilized PCE of 25.59 %), which is one of the highest PCEs ever reported for the devices based on vacuum flash evaporation method. The unencapsulated target device maintains 90.85 % of its initial PCE after 2300 h of continuous maximum power point tracking, among the most excellent stabilities accomplished by inverted devices.
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Affiliation(s)
- Shiying Tang
- School of New Energy and Materials, Southwest Petroleum University, Chengdu, 610500, China
- Faculty of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, China
| | - Zuolin Zhang
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Materials Science and Engineering, Hebei University of Technology, Tianjin, 300401, China
| | - Yue Yu
- Faculty of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, China
| | - Xinxing Liu
- Faculty of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, China
| | - Dongmei He
- Faculty of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, China
| | - Xuxia Shai
- Institute of Physical and Engineering Science/Faculty of Science, Kunming University of Science and Technology, Kunming, 650500, China
| | - Jiajia Zhang
- Anhui Provincial Key Laboratory of Green Carbon Chemistry, College of Chemistry and Materials Engineering, Fuyang Normal University, Fuyang, 236037, China
| | - Jing Feng
- Faculty of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, China
| | - Jianhong Yi
- Faculty of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, China
| | - Cong Chen
- State Key Laboratory of Reliability and Intelligence of Electrical Equipment, School of Materials Science and Engineering, Hebei University of Technology, Tianjin, 300401, China
| | - Hua Yu
- School of Physical Sciences, Great Bay University, Dongguan, Guangdong, 523000, China
| | - Jiangzhao Chen
- Faculty of Materials Science and Engineering, Kunming University of Science and Technology, Kunming, 650093, China
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Wang S, Zhang S, Shi X, Yao C, Jin D, Gu D, Chen Y, Xu J, Xue J, Wang R. Self-cleaning Spiro-OMeTAD via multimetal doping for perovskite photovoltaics. Nat Commun 2025; 16:4167. [PMID: 40325000 PMCID: PMC12053690 DOI: 10.1038/s41467-025-59350-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2024] [Accepted: 04/21/2025] [Indexed: 05/07/2025] Open
Abstract
Record power conversion efficiencies (PCEs) of perovskite solar cells (PSCs) are usually achieved using organic spiro-OMeTAD. However, conventional doping with hygroscopic dopants (LiTFSI and tBP) leads to compromised device stability. We introduce a synergistic mixed doping strategy that utilizes a combination of metal-TFSI dopants-LiTFSI, KTFSI, NaTFSI, Ca(TFSI)2, and Mg(TFSI)2-to enhance doping efficiency while effectively removing hygroscopic contaminants from the Spiro-OMeTAD solution. This approach achieves PCEs exceeding 25% and significantly improves stability under harsh environmental conditions. Notably, Ca(TFSI)2 and Mg(TFSI)2 facilitate enhanced oxidative doping, while NaTFSI promotes interstitial doping in the bulk perovskite. Additionally, KTFSI serves as a catalytic agent, lowering the reaction energy barrier for the other dopants, thereby accelerating spiro-OMeTAD ion radical production. These findings underscore the potential of synergistic doping in optimizing the performance and longevity of photovoltaic devices.
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Affiliation(s)
- Sisi Wang
- Department of Materials Science and Engineering, School of Engineering, Westlake University, Hangzhou, China
| | - Shaochen Zhang
- Department of Materials Science and Engineering, School of Engineering, Westlake University, Hangzhou, China
- State Key Laboratory of Silicon Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China
| | - Xiaohuo Shi
- Key Laboratory of Precise Synthesis of Functional Molecules of Zhejiang Province, School of Science, Instrumentation and Service Center for Molecular Sciences, Westlake University, Hangzhou, Zhejiang Province, China
| | - Canglang Yao
- Laboratory of Advanced Materials, Fudan University, Shanghai, China
| | - Donger Jin
- State Key Laboratory of Silicon Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China
| | - Danyu Gu
- Key Laboratory of Precise Synthesis of Functional Molecules of Zhejiang Province, School of Science, Instrumentation and Service Center for Molecular Sciences, Westlake University, Hangzhou, Zhejiang Province, China
| | - Yinjuan Chen
- Key Laboratory of Precise Synthesis of Functional Molecules of Zhejiang Province, School of Science, Instrumentation and Service Center for Molecular Sciences, Westlake University, Hangzhou, Zhejiang Province, China
| | - Jiazhe Xu
- Department of Materials Science and Engineering, School of Engineering, Westlake University, Hangzhou, China
- State Key Laboratory of Silicon Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China
| | - Jingjing Xue
- State Key Laboratory of Silicon Materials, School of Materials Science and Engineering, Zhejiang University, Hangzhou, China
- Shangyu Institute of Semiconductor Materials, Shaoxing, China
| | - Rui Wang
- Department of Materials Science and Engineering, School of Engineering, Westlake University, Hangzhou, China.
- Division of Solar Energy Conversion and Catalysis at Westlake University, Zhejiang Baima Lake Laboratory Co. Ltd, Hangzhou, China.
- Zhejiang Provincial Key Laboratory of Intelligent Low-Carbon Biosynthesis, Westlake University, Hangzhou, China.
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Wang J. Light in heart, forge ahead-Professor Rui Wang's adventures in perovskite solar cell frontiers. LIGHT, SCIENCE & APPLICATIONS 2025; 14:176. [PMID: 40295480 PMCID: PMC12037732 DOI: 10.1038/s41377-025-01863-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/01/2025] [Accepted: 04/02/2025] [Indexed: 04/30/2025]
Abstract
EDITORIAL As depicted in ancient Greek mythology, Prometheus couldn't bear the sight of humanity struggling in the darkness, crafted a long reed, and took the risk of approaching the sun to steal fire. He fearlessly brought this light to the world, defying what Zeus had ordered the gods not to do. His brave act ushered in the dawn of civilization for mankind. In this issue of "Light People", Professor Rui Wang is invited to share stories about his adventures in improving perovskite solar cells for the full utilization of sunlight in daily lives, much like Prometheus bringing the gift of light to humanity. Perovskite solar cells hold great potential for both civilian applications and commercial purposes, such as rooftop solar panels, solar chargers, and solar-powered vehicles.
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Affiliation(s)
- Ji Wang
- Westlake University, No. 600 Dunyu Road, Xihu District, Hangzhou, Zhejiang, 310030, China.
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You S, Zhu H, Shen Z, Wang X, Shao B, Wang Q, Lu J, Yuan Y, Dou BD, Sanehira EM, Russell T, Lorenz A, Dong Y, Chen L, Casareto M, Rolston N, Beard MC, Berry JJ, Freitag M, Yan Y, Bakr OM, Zhu K. C 60-based ionic salt electron shuttle for high-performance inverted perovskite solar modules. Science 2025:eadv4701. [PMID: 40245190 DOI: 10.1126/science.adv4701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2024] [Accepted: 04/01/2025] [Indexed: 04/19/2025]
Abstract
Although C60 is usually the electron transport layer (ETL) in inverted perovskite solar cells, its molecular nature of C60 leads to weak interfaces that lead to non-ideal interfacial electronic and mechanical degradation. Here, we synthesized an ionic salt from C60, 4-(1',5'-dihydro-1'-methyl-2'H-[5,6] fullereno-C60-Ih-[1,9-c]pyrrol-2'-yl) phenylmethanaminium chloride (CPMAC), and used it as the electron shuttle in inverted PSCs. The CH2-NH3+ head group in the CPMA cation improved the ETL interface and the ionic nature enhanced the packing, leading to ~3-fold increase in the interfacial toughness compared to C60. Using CPMAC, we obtained ~26% power conversion efficiencies (PCEs) with ~2% degradation after 2,100 hours of 1-sun operation at 65°C. For minimodules (four subcells, 6 centimeters square), we achieved the PCE of ~23% with <9% degradation after 2,200 hours of operation at 55°C.
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Affiliation(s)
- Shuai You
- Chemistry and Nanoscience Center, National Renewable Energy Laboratory, Golden, CO, USA
| | - Hongwei Zhu
- Division of Physical Science and Engineering, Center for Renewable Energy and Storage Technologies (CREST), King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Zhongjin Shen
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Xiaoming Wang
- Department of Physics and Astronomy and Wright Center for Photovoltaics Innovation and Commercialization, The University of Toledo, Toledo, OH, USA
| | - Bingyao Shao
- Division of Physical Science and Engineering, Center for Renewable Energy and Storage Technologies (CREST), King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Qingxiao Wang
- Imaging and Characterization Core Lab, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Jianxun Lu
- Division of Physical Science and Engineering, Center for Renewable Energy and Storage Technologies (CREST), King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Youyou Yuan
- Imaging and Characterization Core Lab, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | | | | | | | | | - Yifan Dong
- Chemistry and Nanoscience Center, National Renewable Energy Laboratory, Golden, CO, USA
| | - Lei Chen
- Chemistry and Nanoscience Center, National Renewable Energy Laboratory, Golden, CO, USA
| | - Marco Casareto
- School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA
| | - Nicholas Rolston
- School of Electrical, Computer and Energy Engineering, Arizona State University, Tempe, AZ, USA
| | - Matthew C Beard
- Chemistry and Nanoscience Center, National Renewable Energy Laboratory, Golden, CO, USA
| | - Joseph J Berry
- Materials Science Center, National Renewable Energy Laboratory, Golden, CO, USA
- Renewable and Sustainable Energy Institute, University of Colorado Boulder, Boulder, CO, USA
- Department of Physics, University of Colorado Boulder, Boulder, CO, USA
| | - Marina Freitag
- School of Natural and Environmental Sciences, Newcastle University, Newcastle upon Tyne, UK
| | - Yanfa Yan
- Department of Physics and Astronomy and Wright Center for Photovoltaics Innovation and Commercialization, The University of Toledo, Toledo, OH, USA
| | - Osman M Bakr
- Division of Physical Science and Engineering, Center for Renewable Energy and Storage Technologies (CREST), King Abdullah University of Science and Technology, Thuwal, Saudi Arabia
| | - Kai Zhu
- Chemistry and Nanoscience Center, National Renewable Energy Laboratory, Golden, CO, USA
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Han W, Cheng P, Guan J, Li Q, Wang Y, Wang Z, Rasing T, Zheng Y, Xu J, Bu XH. Extendable Synthesis of Organic Cations for In Situ Construction of Hybrid Metal Halides with Near-Unity Photoluminescence and Strong Second Harmonic Generation. Angew Chem Int Ed Engl 2025; 64:e202500786. [PMID: 39900537 DOI: 10.1002/anie.202500786] [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: 01/09/2025] [Revised: 02/02/2025] [Accepted: 02/03/2025] [Indexed: 02/05/2025]
Abstract
The A-site organic components of organic-inorganic hybrid metal halides (OIHMHs) significantly impact their crystal structure and optoelectronic properties. However, chemical modification of A-site cations has been mostly limited to commercial organic precursors, which restricts the structural variability of OIHMHs for optimal functionalities. Herein we have proposed an extendable synthesis approach to the direct procurability of various organic cations with desireable structures for the in situ construction of a library of OIHMH materials. The template condensation reaction between dimethyl sulfoxide and acetone derivatives yields A-site organic cations with exquisite control of modularization and regioselectivity within the OIHMH crystallization system. The as-fabricated OIHMHs demonstrated highly efficient linear optical photoluminescence or nonlinear optical second harmonic generation, promising potential applications in photonic devices. This in situ synthetic strategy offers a structural extension of OIHMHs and establishes a fundamental methodological platform for screening functional OIHMH materials.
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Affiliation(s)
- Wenqing Han
- School of Materials Science and Engineering, Tianjin Key Laboratory of Metal and Molecular Materials Chemistry, Frontiers Science Center for New Organic Matter, Nankai University, Tianjin, 300350, P. R. China
| | - Puxin Cheng
- School of Materials Science and Engineering, Tianjin Key Laboratory of Metal and Molecular Materials Chemistry, Frontiers Science Center for New Organic Matter, Nankai University, Tianjin, 300350, P. R. China
| | - Junjie Guan
- School of Materials Science and Engineering, Tianjin Key Laboratory of Metal and Molecular Materials Chemistry, Frontiers Science Center for New Organic Matter, Nankai University, Tianjin, 300350, P. R. China
| | - Quanwen Li
- School of Materials Science and Engineering, Tianjin Key Laboratory of Metal and Molecular Materials Chemistry, Frontiers Science Center for New Organic Matter, Nankai University, Tianjin, 300350, P. R. China
| | - Yue Wang
- School of Materials Science and Engineering, Tianjin Key Laboratory of Metal and Molecular Materials Chemistry, Frontiers Science Center for New Organic Matter, Nankai University, Tianjin, 300350, P. R. China
| | - Zhihua Wang
- School of Materials Science and Engineering, Tianjin Key Laboratory of Metal and Molecular Materials Chemistry, Frontiers Science Center for New Organic Matter, Nankai University, Tianjin, 300350, P. R. China
| | - Theo Rasing
- Institute for Molecules and Materials, Radboud University, Heyendaalseweg 135, 6525 AJ, Nijmegen, The Netherlands
| | - Yongshen Zheng
- School of Materials Science and Engineering, Tianjin Key Laboratory of Metal and Molecular Materials Chemistry, Frontiers Science Center for New Organic Matter, Nankai University, Tianjin, 300350, P. R. China
| | - Jialiang Xu
- School of Materials Science and Engineering, Tianjin Key Laboratory of Metal and Molecular Materials Chemistry, Frontiers Science Center for New Organic Matter, Nankai University, Tianjin, 300350, P. R. China
| | - Xian-He Bu
- School of Materials Science and Engineering, Tianjin Key Laboratory of Metal and Molecular Materials Chemistry, Frontiers Science Center for New Organic Matter, Nankai University, Tianjin, 300350, P. R. China
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Sun S, Jiang J, Jia M, Tian Y, Xiao Y. 1.5D Chiral Perovskites Mediated by Hydrogen-Bonding Network with Remarkable Spin-Polarized Property. Angew Chem Int Ed Engl 2025; 64:e202423314. [PMID: 39800661 DOI: 10.1002/anie.202423314] [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: 11/29/2024] [Indexed: 01/16/2025]
Abstract
In this study, we developed new chiral hybrid perovskites, (R/S-MBA)(GA)PbI4, by incorporating achiral guanidinium (GA+) and chiral R/S-methylbenzylammonium (R/S-MBA+) into the perovskite framework. The resulting materials possess a distinctive structural configuration, positioned between 1D and 2D perovskites, which we describe as 1.5D. This structure is featured by a hydrogen-bonding-network-induced arrangement of zigzag inorganic chains, further forming an organized layered architecture. The structural dimensionality affects both electronic and spin-related properties. Density functional theory (DFT) calculations reveal Rashba splitting induced by the inversion asymmetry of the crystal structure, while circularly polarized transient absorption spectroscopy confirms spin lifetime on the nanosecond timescale. Magnetic conductive-probe atomic force microscopy (mCP-AFM) measurements demonstrate exceptional chiral-induced spin selectivity (CISS) with maximum spin polarization degrees of (92±1)% and (-94±2)% for (R-MBA)(GA)PbI4 and (S-MBA)(GA)PbI4, respectively. These findings underscore the potential of (R/S-MBA)(GA)PbI4 as promising candidates for next-generation spintronic devices, also highlight the critical role of chemical environment in sculpturing the structural dimension and spin-polarized property of chiral perovskites.
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Affiliation(s)
- Shuo Sun
- School of Science, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
| | - Jiawei Jiang
- National Laboratory of Solid-State Microstructures, School of Physics, Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing, 210093, China
| | - Menghui Jia
- Materials Characterization Center, ECNU Multifunctional Platform for Innovation, East China Normal University, Shanghai 200062, China
| | - Yunfei Tian
- Analytical & Testing Center, Sichuan University, Sichuan, 610065, China
| | - Yin Xiao
- School of Science, School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, China
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Zhang Z, Liu S, Xiong Q, Liu Y. Strategic Integration of Machine Learning in the Design of Excellent Hybrid Perovskite Solar Cells. J Phys Chem Lett 2025; 16:738-746. [PMID: 39801046 DOI: 10.1021/acs.jpclett.4c03580] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2025]
Abstract
The photoelectric conversion efficiency (PCE) of perovskites remains beneath the Shockley-Queisser limit, despite its significant potential for solar cell applications. The present focus is on investigating potential multicomponent perovskite candidates, particularly on the application of machine learning to expedite band gap screening. To efficiently identify high-performance perovskites, we utilized a data set of 1346 hybrid organic-inorganic perovskites and employed 11 machine learning models, including decision trees, convolutional neural networks (CNNs), and graph neural networks (GNNs). Four descriptors were utilized for high-throughput screening: sine matrix, Ewald sum matrix, atom-centered symmetry functions (ACSF), and many-body tensor representation (MBTR). The results indicated that LightGBM and CatBoost somewhat surpassed XGBoost in decision tree models, but random forests lagged. Among the CNN models utilizing the same four descriptors, CustomCNN and VGG16 surpassed Xception, while EfficientNetV2B0 exhibited the least favorable performance. When the sine matrix and Ewald sum matrix served as adjacency matrices in GNN models, GCSConv exhibited a considerable improvement over GATConv and a slight advantage over GCNConv. Significantly, GCSConv outperformed other models when utilized with the Ewald sum matrix. The ideal combination of descriptors and algorithms identified was MBTR + CustomCNN, with an R2 of 0.94. Subsequently, three perovskites exhibiting appropriate Heyd-Scuseria-Ernzerhof (HSE06) band gaps were identified to define the defects. Among them, CH3C(NH2)2SnI3 exhibited superior performance in both vacancy and substitutional defects compared to C3H8NSnI3 and (CH3)2NH2SnI3. This high-throughput screening method with machine learning establishes a robust foundation for selecting solar materials with exceptional photoelectric properties.
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Affiliation(s)
- Zhaosheng Zhang
- College of Chemistry and Materials Science, Hebei University, Baoding 071002, P. R. China
| | - Sijia Liu
- College of Chemistry and Materials Science, Hebei University, Baoding 071002, P. R. China
| | - Qing Xiong
- College of Chemistry and Materials Science, Hebei University, Baoding 071002, P. R. China
| | - Yanbo Liu
- College of Chemistry and Materials Science, Hebei University, Baoding 071002, P. R. China
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