1
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Kumar P, Meyerstein D, Mizrahi A, Kornweitz H. Exploring the Adsorption and Reactions of Methyl Radicals on M(111) Surfaces (M=Cu, Ag, Au): A DFT Study. Chemphyschem 2025; 26:e202400979. [PMID: 39898486 PMCID: PMC12005131 DOI: 10.1002/cphc.202400979] [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: 10/20/2024] [Revised: 02/03/2025] [Accepted: 02/03/2025] [Indexed: 02/04/2025]
Abstract
It was reported that adsorbed methyl radicals produce ethane with Ag0- and Au0-nanoparticles in aqueous media, whereas on Cu0-powders, the product is methanol. The source of these differences was explored computationally, using the DFT method. The results indicate that up to six radicals can be adsorbed on Ag(111) and Au(111), (top site), while only four can be adsorbed on Cu(111) (fcc site), each surface containing eight atoms. The diffusion of the radicals on the surface is very easy on silver and copper, as this is achieved with a very low barrier (0.06 eV and 0.15 eV for Ag(111) and Cu(111), respectively), while on Au(111), the barrier is higher, 0.51 eV. The formation of ethane via a reaction of two adsorbed radicals is thermodynamically plausible for all studied coverage ratios on the three surfaces, but kinetically, it is plausible at room temperature only on Au(111) and Ag(111) at full coverage. Ethane can also be produced on Au(111) and Ag(111) by a collision of a solvated radical and an adsorbed radical. This is a barrierless process. On Cu(111), the yield of such a process is CH4(aq), and an adsorbed CH2 which reacts further with a non-adsorbed water molecule to produce adsorbed CH3OH.
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Affiliation(s)
- Pankaj Kumar
- Chemical Sciences DepartmentThe Radical Reactions Research CenterAriel UniversityArielIsrael
| | - Dan Meyerstein
- Chemical Sciences DepartmentThe Radical Reactions Research CenterAriel UniversityArielIsrael
- Chemistry DepartmentBen-Gurion UniversityBeer-ShevaIsrael
| | | | - Haya Kornweitz
- Chemical Sciences DepartmentThe Radical Reactions Research CenterAriel UniversityArielIsrael
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2
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Zhang D, Virchenko V, Jansen C, Groot IMN, Juurlink LBF. Adsorption Sites in the High-Coverage Limit of CO on Cu(111). THE JOURNAL OF PHYSICAL CHEMISTRY. C, NANOMATERIALS AND INTERFACES 2025; 129:3493-3497. [PMID: 40008204 PMCID: PMC11848902 DOI: 10.1021/acs.jpcc.4c07044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 01/23/2025] [Accepted: 01/28/2025] [Indexed: 02/27/2025]
Abstract
The development of a comprehensive theory describing gas-surface interactions requires accurate experimental data for benchmarking. The adsorption of CO to Cu(111) is such a benchmark system. While state-of-the-art calculations still erroneously predict the favored adsorption site at low coverage to be the 3-fold hollow site, experimental studies have not yet definitively identified adsorption sites for all overlayer structures. Using a new combination of well-established techniques, we have reinvestigated CO adsorption, its ordering, and desorption on Cu(111). Our results support earlier suggestions for various overlayer structures for different coverages. For the intermediate-coverage 1.5×1.5 structure, we show that only on-top sites are occupied. Bridge site adsorption occurs only beyond a coverage of 0.42 monolayer (ML) in the 1.4×1.4 structure. Occupancy of this site is associated with a shift of atop CO molecules to off-centered atop with a characteristic IR absorbance frequency. These findings indicate a complex balance of coverage-dependent adsorbate interactions and binding energies that results in nonintuitive ordering and requires improvements in theory to understand.
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Affiliation(s)
- Diyu Zhang
- Leiden
Institute of Chemistry, Leiden University, PO Box 9501, 2300 RA Leiden, The Netherlands
- School
of Science, Key Laboratory of High Performance Scientific Computation, Xihua University, Chengdu 610039, China
| | - Vladyslav Virchenko
- Leiden
Institute of Chemistry, Leiden University, PO Box 9501, 2300 RA Leiden, The Netherlands
| | - Charlotte Jansen
- Leiden
Institute of Chemistry, Leiden University, PO Box 9501, 2300 RA Leiden, The Netherlands
| | - Irene M. N. Groot
- Leiden
Institute of Chemistry, Leiden University, PO Box 9501, 2300 RA Leiden, The Netherlands
| | - Ludo B. F. Juurlink
- Leiden
Institute of Chemistry, Leiden University, PO Box 9501, 2300 RA Leiden, The Netherlands
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3
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Fanta R, Bajdich M. Resolution of Selectivity Steps of CO Reduction Reaction on Copper by Quantum Monte Carlo. J Phys Chem Lett 2025; 16:1494-1500. [PMID: 39898589 DOI: 10.1021/acs.jpclett.4c03409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2025]
Abstract
Electrochemical reduction of carbon monoxide to valuable fuels and chemicals on copper surfaces remains a challenging area in catalysis due to a limited understanding of adsorption mechanisms and reaction pathways. Although density functional theory (DFT)-based studies have investigated these processes, their accuracy varies across different functionals. Here, we present the application of fixed-node diffusion Monte Carlo (FNDMC) to benchmark the adsorption energies of CO*, H*, and key CO reduction reaction (CORR) intermediates, COH* and CHO* on the Cu(111) surface. Our results for CO* and H* adsorption energies closely align with experimentally measured chemisorption reactions, highlighting the limitations of DFT and providing site-specific energy comparisons that are often not available experimentally. Additionally, we explore the effect of explicit solvation, demonstrating how water stabilizes the COH* over CHO*, thus suggesting a critical role of COH* in CORR. Finally, we release our high-accuracy FNDMC benchmarks for testing and developing new DFT functionals for electrocatalysis. Overall, this study underscores the potential of FNDMC for detailed surface chemistry studies and offers new insights into catalytic processes.
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Affiliation(s)
- Roman Fanta
- SUNCAT Center for Interface Science and Catalysis, SLAC National Accelerator Laboratory, Menlo Park, California 94025, United States
- Department of Chemical Engineering, Stanford University, Stanford, California 94305, United States
| | - Michal Bajdich
- SUNCAT Center for Interface Science and Catalysis, SLAC National Accelerator Laboratory, Menlo Park, California 94025, United States
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4
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Sharkas K, Wong BM. Defluorination Mechanisms and Real-Time Dynamics of Per- and Polyfluoroalkyl Substances on Electrified Surfaces. ENVIRONMENTAL SCIENCE & TECHNOLOGY LETTERS 2025; 12:230-236. [PMID: 39957785 PMCID: PMC11823447 DOI: 10.1021/acs.estlett.4c01130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 01/23/2025] [Accepted: 01/24/2025] [Indexed: 02/18/2025]
Abstract
Per- and polyfluoroalkyl substances (PFAS) are persistent environmental contaminants found in groundwater sources and a wide variety of consumer products. In recent years, electrochemical approaches for the degradation of these harmful contaminants have garnered a significant amount of attention due to their efficiency and chemical-free modular nature. However, these electrochemical processes occur in open, highly non-equilibrium systems, and a detailed understanding of PFAS degradation mechanisms in these promising technologies is still in its infancy. To shed mechanistic insight into these complex processes, we present the first constant-electrode potential (CEP) quantum calculations of PFAS degradation on electrified surfaces. These advanced CEP calculations provide new mechanistic details about the intricate electronic processes that occur during PFAS degradation in the presence of an electrochemical bias, which cannot be gleaned from conventional density functional theory calculations. We complement our CEP calculations with large-scale ab initio molecular dynamics simulations in the presence of an electrochemical bias to provide time scales for PFAS degradation on electrified surfaces. Taken together, our CEP-based quantum calculations provide critical reaction mechanisms for PFAS degradation in open electrochemical systems, which can be used to prescreen candidate material surfaces and optimal electrochemical conditions for remediating PFAS and other environmental contaminants.
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Affiliation(s)
- Kamal Sharkas
- Department of Chemistry,
Department of Physics & Astronomy, and Materials Science &
Engineering Program, University of California—Riverside, Riverside, California 92521, United States
| | - Bryan M. Wong
- Department of Chemistry,
Department of Physics & Astronomy, and Materials Science &
Engineering Program, University of California—Riverside, Riverside, California 92521, United States
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5
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Berger F, Schumann J, Réocreux R, Stamatakis M, Michaelides A. Bringing Molecules Together: Synergistic Coadsorption at Dopant Sites of Single Atom Alloys. J Am Chem Soc 2024; 146. [PMID: 39356554 PMCID: PMC11487606 DOI: 10.1021/jacs.4c07621] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 09/13/2024] [Accepted: 09/16/2024] [Indexed: 10/04/2024]
Abstract
Bringing molecules together on a catalytic surface is a prerequisite for bimolecular and recombination reactions. However, in the absence of attractive interactions between reactants, such as hydrogen bonds, this poses a challenge. In contrast, based on density functional theory, we show that coadsorption at active sites of single-atom alloys (SAAs) is favored and that coadsorption is a general phenomenon observed for catalytically relevant adsorbates on a broad range of SAAs under temperature and pressure conditions commonly employed for catalysis. Dopants located in both terrace sites and in step edge defects exhibit a preference for coadsorption, displaying similar periodic trends. Using kinetic Monte Carlo simulations, we compare the reactivity of a model reaction on both a pure metal and an SAA and show that the preference for coadsorption significantly alters the overall reaction energy profile, even when the barriers for the rate-determining elementary step are identical. In our models, the coadsorption preference enhances the catalytic activity of the SAA surface by several orders of magnitude compared to the pure metal. We also report infrared (IR) spectroscopic signatures of coadsorption, which facilitate experimental detection. Analysis reveals that in these systems repulsive lateral interactions between nearby molecules are more than compensated for by the enhanced binding at dopant sites. Among the broad range of systems considered, SAAs containing early transition metals (TMs) exhibit the strongest coadsorption preference, which can be rationalized by assuming the existence of an optimal number of electrons involved in binding. The strong coadsorption preference, together with facile product desorption from early TMs, renders these systems attractive candidates for catalysis. Moreover, these SAAs could open new routes for reduction reactions because coadsorption with hydrogen is favored.
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Affiliation(s)
- Fabian Berger
- Yusuf
Hamied Department of Chemistry, University
of Cambridge, CB2 1EW Cambridge, U.K.
| | - Julia Schumann
- Yusuf
Hamied Department of Chemistry, University
of Cambridge, CB2 1EW Cambridge, U.K.
- Thomas
Young Centre and Department of Chemical Engineering, University College London, WC1E 7JE London, U.K.
| | - Romain Réocreux
- Yusuf
Hamied Department of Chemistry, University
of Cambridge, CB2 1EW Cambridge, U.K.
- Thomas
Young Centre and Department of Chemical Engineering, University College London, WC1E 7JE London, U.K.
| | - Michail Stamatakis
- Thomas
Young Centre and Department of Chemical Engineering, University College London, WC1E 7JE London, U.K.
- Department
of Chemistry, University of Oxford, OX1 3QZ Oxford, U.K.
| | - Angelos Michaelides
- Yusuf
Hamied Department of Chemistry, University
of Cambridge, CB2 1EW Cambridge, U.K.
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6
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Gu K, Guo H, Lin S. Deciphering the Factors Controlling Hydrogen and Methyl Spillover upon Methane Dissociation on Rh/Cu(111) Single-Atom Alloy. Angew Chem Int Ed Engl 2024; 63:e202405371. [PMID: 38965044 DOI: 10.1002/anie.202405371] [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: 03/19/2024] [Revised: 06/20/2024] [Accepted: 07/04/2024] [Indexed: 07/06/2024]
Abstract
Spillover of adsorbed species from one active site to another is a key step in heterogeneous catalysis. However, the factors controlling this step, particularly the spillover of polyatomic species, have rarely been studied. Herein, we investigate the spillover dynamics of H* and CH3* species on a single-atom alloy surface (Rh/Cu(111)) upon the dissociative chemisorption of methane (CH4), using molecular dynamics that considers both surface phonons and electron-hole pairs. These dynamical calculations are made possible by a high-dimensional potential energy surface machine learned from density functional theory data. Our results provide compelling evidence that the H* and CH3* can spill over on the metal surface at experimental temperatures and reveal novel dynamical features involving an internal motion during diffusion for CH3*. Increasing surface temperature has a minor effect on promoting spillover, as geminate recombinative desorption becomes more prevalent. However, the poisoning of the active site can be mitigated by the frequent gaseous molecular collisions that occur under ambient pressure in real-world catalysis, which transfer energy to the trapped adsorbates. Interestingly, the bulky CH3* exhibits a significant spillover advantage over the light H* due to its larger size, which facilitates energy acquisition. These insights help to advance our understanding of spillover in heterogeneous catalysis.
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Affiliation(s)
- Kaixuan Gu
- State Key Laboratory of Photocatalysis on Energy and Environment, College of Chemistry, Fuzhou University, Fuzhou, 350002, China
- College of Chemistry and Molecular Sciences, Henan University, Kaifeng, 475001, China
| | - Hua Guo
- Department of Chemistry and Chemical Biology, Center for Computational Chemistry, University of New Mexico, Albuquerque, New Mexico, 87131, USA
| | - Sen Lin
- State Key Laboratory of Photocatalysis on Energy and Environment, College of Chemistry, Fuzhou University, Fuzhou, 350002, China
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7
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Zhu B, Huang W, Lin H, Feng H, Palotás K, Lv J, Ren Y, Ouyang R, Yang F. Vacancy Ordering in Ultrathin Copper Oxide Films on Cu(111). J Am Chem Soc 2024; 146:15887-15896. [PMID: 38825776 DOI: 10.1021/jacs.4c02424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2024]
Abstract
Oxide thin films grown on metal surfaces have wide applications in catalysis and beyond owing to their unique surface structures compared to their bulk counterparts. Despite extensive studies, the atomic structures of copper surface oxides on Cu(111), commonly referred to as "44" and "29", have remained elusive. In this work, we demonstrated an approach for the structural determination of oxide surfaces using element-specific scanning tunneling microscopy (STM) imaging enhanced by functionalized tips. This approach enabled us to resolve the atomic structures of "44" and "29" surface oxides, which were further corroborated by noncontact atomic force microscopy (nc-AFM) measurements and Monte Carlo (MC) simulations. The stoichiometry of the "44" and "29" frameworks was identified as Cu23O16 and Cu16O11, respectively. Contrary to the conventional hypothesis, we observed ordered Cu vacancies within the "44" structure manifesting as peanut-shaped cavities in the hexagonal lattice. Similarly, a combination of Cu and O vacancies within the "29" structure leads to bean-shaped cavities within the pentagonal lattice. Our study has thus resolved the decades-long controversy on the atomic structures of "44" and "29" surface oxides, advancing our understanding of copper oxidation processes and introducing a robust framework for the analysis of complex oxide surfaces.
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Affiliation(s)
- Bowen Zhu
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Wugen Huang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
- State Key Laboratory of Catalysis, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
| | - Haiping Lin
- School of Physics and Information Technology, Shaanxi Normal University, Xi'an 710119, China
| | - Hao Feng
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | | | - Jiayu Lv
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Yihui Ren
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
| | - Runhai Ouyang
- Materials Genome Institute, Shanghai University, Shanghai 200444, China
| | - Fan Yang
- School of Physical Science and Technology, ShanghaiTech University, Shanghai 201210, China
- State Key Laboratory of Catalysis, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian 116023, China
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8
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Yin L, Li Z, Feng J, Zhou P, Qiao L, Liu D, Yi Z, Ip WF, Luo G, Pan H. Facile and Stable CuInO 2 Nanoparticles for Efficient Electrochemical CO 2 Reduction. ACS APPLIED MATERIALS & INTERFACES 2023; 15:47135-47144. [PMID: 37782682 DOI: 10.1021/acsami.3c11342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/04/2023]
Abstract
Searching for electrocatalysts for the electrochemical CO2 reduction reaction (e-CO2RR) with high selectivity and stability remains a significant challenge. In this study, we design a Cu-CuInO2 composite with stable states of Cu0/Cu+ by electrochemically depositing indium onto CuCl-decorated Cu foil. The catalyst displays superior selectivity toward the CO product, with a maximal Faraday efficiency of 89% at -0.9 V vs the reversible hydrogen electrode, and maintains impressive stability up to 27 h with a retention rate of >76% in Faraday efficiency. Our systematical characterizations reveal that the catalyst's high performance is attributed to CuInO2 nanoparticles. First-principles calculations further confirm that CuInO2(012) is more conducive to CO generation than Cu(111) under applied potential and presents a higher energy barrier than Cu(111) for the hydrogen evolution reaction. These theoretical predictions are consistent with our experimental observations, suggesting that CuInO2 nanoparticles offer a facile catalyst with a high selectivity and stability for e-CO2RR.
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Affiliation(s)
- Lihong Yin
- Institute of Applied Physics and Materials Engineering, University of Macau, Macao 999078, P. R. China
- Department of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, P. R. China
| | - Zhiqiang Li
- Department of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, P. R. China
| | - Jinxian Feng
- Institute of Applied Physics and Materials Engineering, University of Macau, Macao 999078, P. R. China
| | - Pengfei Zhou
- Institute of Applied Physics and Materials Engineering, University of Macau, Macao 999078, P. R. China
| | - Lulu Qiao
- Institute of Applied Physics and Materials Engineering, University of Macau, Macao 999078, P. R. China
| | - Di Liu
- Institute of Applied Physics and Materials Engineering, University of Macau, Macao 999078, P. R. China
| | - Zhibin Yi
- Department of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, P. R. China
| | - Weng Fai Ip
- Department of Physics and Chemistry, Faculty of Science and Technology, University of Macau, Macao 999078, P. R. China
| | - Guangfu Luo
- Department of Materials Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, P. R. China
- Guangdong Provincial Key Laboratory of Computational Science and Material Design, Southern University of Science and Technology, Shenzhen 518055, P. R. China
| | - Hui Pan
- Institute of Applied Physics and Materials Engineering, University of Macau, Macao 999078, P. R. China
- Department of Physics and Chemistry, Faculty of Science and Technology, University of Macau, Macao 999078, P. R. China
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9
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Hefnawy MA, Fadlallah SA, El-Sherif RM, Medany SS. Systematic DFT studies of CO-Tolerance and CO oxidation on Cu-doped Ni surfaces. J Mol Graph Model 2023; 118:108343. [PMID: 36208590 DOI: 10.1016/j.jmgm.2022.108343] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2022] [Revised: 09/03/2022] [Accepted: 09/21/2022] [Indexed: 11/29/2022]
Abstract
Nickel-based surfaces have received significant attention as an efficient substrate for electrooxidation. This work studied doped nickel surfaces with Cu atoms to enhance the CO-Tolerance. A comparative study was performed for CO adsorption upon different cleavage facets of pristine and Cu-doped nickel surfaces, whereas the adsorption energy, charge transfer, and density of state for CO were estimated using GGA-RPBE calculation method. Several adsorption probabilities were considered, and the change in adsorption energy and bond lengths were used to explain the CO adsorption mechanism. Otherwise, the density of state was employed to study the 3σ and 1π orbital to demonstrate the adsorption of CO onto the different facets. According to our analysis, the Cu-doped nickel surface showed higher CO tolerance than the pristine nickel surface. Whereas the calculated CO adsorption energies of Cu-doped surfaces have more positive values than the non-doped counterparts. The catalytic ability of pristine and Cu-doped Ni(111) was studied to evaluate the ability of surface poisoning resistance. Thus, oxidation of CO to CO2 was studied using the Eley-Rideal mechanism upon the pristine and Cu-doped surfaces of Ni(100) where the rate-determining step for CO oxidation upon the reported surfaces was estimated as CO + O2* → CO2* + O* by an energy barrier of 1.05 and 0.9 eV for pristine, and Cu-doped Ni (100).
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Affiliation(s)
- Mahmoud A Hefnawy
- Chemistry Department, Faculty of Science, Cairo University, 12613-Giza, Egypt
| | - Sahar A Fadlallah
- Chemistry Department, Faculty of Science, Cairo University, 12613-Giza, Egypt
| | - Rabab M El-Sherif
- Chemistry Department, Faculty of Science, Cairo University, 12613-Giza, Egypt
| | - Shymaa S Medany
- Chemistry Department, Faculty of Science, Cairo University, 12613-Giza, Egypt.
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10
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Othman P, Karim N, Kamarudin S. First principle study of the electronic and catalytic properties of Palladium-Silver (PdAg) alloys catalyst for Direct Liquid Fuel Cells. Chem Phys 2022. [DOI: 10.1016/j.chemphys.2022.111711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2022]
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11
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Synthesis of Cyano-Benzylidene Xanthene Synthons Using a Diprotic Brønsted Acid Catalyst, and Their Application as Efficient Inhibitors of Aluminum Corrosion in Alkaline Solutions. MOLECULES (BASEL, SWITZERLAND) 2022; 27:molecules27175733. [PMID: 36080500 PMCID: PMC9457813 DOI: 10.3390/molecules27175733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 08/13/2022] [Accepted: 08/27/2022] [Indexed: 11/17/2022]
Abstract
Novel cyano-benzylidene xanthene derivatives were synthesized using one-pot and condensation reactions. A diprotic Brønsted acid (i.e., oxalic acid) was used as an effective catalyst for the promotion of the synthesis process of the new starting xanthene–aldehyde compound. Different xanthene concentrations (ca. 0.1–2.0 mM) were applied as corrosion inhibitors to control the alkaline uniform corrosion of aluminum. Measurements were conducted in 1.0 M NaOH solution using Tafel extrapolation and linear polarization resistance (LPR) methods. The investigated xanthenes acted as mixed-type inhibitors that primarily affect the anodic process. Their inhibition efficiency values were enhanced with inhibitor concentration, and varied according to their chemical structures. At a concentration of 2.0 mM, the best-performing studied xanthene derivative recorded maximum inhibition efficiency values of 98.9% (calculated via the Tafel extrapolation method) and 98.4% (estimated via the LPR method). Scanning electron microscopy (SEM) was used to examine the morphology of the corroded and inhibited aluminum surfaces, revealing strong inhibitory action of each studied compound. High-resolution X-ray photoelectron spectroscopy (XPS) profiles validated the inhibitor compounds’ adsorption on the Al surface. Density functional theory (DFT) and Monte Carlo simulations were applied to investigate the distinction of the anticorrosive behavior among the studied xanthenes toward the Al (111) surface. The non-planarity of xanthenes and the presence of the nitrile group were the key players in the adsorption process. A match between the experimental and theoretical findings was evidenced.
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12
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Bartaquim EO, Bezerra RC, Bittencourt AFB, Da Silva JLF. Computational investigation of van der Waals corrections in the adsorption properties of molecules on the Cu(111) surface. Phys Chem Chem Phys 2022; 24:20294-20302. [PMID: 35979742 DOI: 10.1039/d2cp02663e] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Here, we report a computational investigation on the role of the most common van der Waals (vdW) corrections (D2, D3, D3(BJ), TS, TS+SCS, TS+HI, and dDsC) employed in density functional theory (DFT) calculations within local and semilocal exchange-correlation functionals to improve the description of the interaction between molecular species and solid surfaces. For this, we selected several molecular model systems, namely, the adsorption of small molecules (CH3, CH4, CO, CO2, H2O, and OH) on the close-packed Cu(111) surface, which bind via chemisorption or physisorption mechanisms. As expected, we found that the addition of the vdW corrections enhances the energetic stability of the Cu bulk in the face-centered cubic structure, which contributes to increasing the magnitude of the mechanical properties (elastic constants, bulk, Young, and shear modulus). Except for the TS+SCS correction, all vdW corrections substantially increase the surface energy, while the work function changes by about 0.05 eV (largest change). However, we found substantial differences among the vdW corrections when comparing its effects on interlayer spacing relaxations. Based on bulk and surface results, we selected only the D3 and dDsC vdW corrections for the study of the adsorption properties of the selected molecules on the Cu(111) surface. Overall, the addition of these vdW corrections has a greater effect on weakly interacting systems (CH4, CO2, H2O), while the chemisorption systems (CH3, CO, OH) are less affected.
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Affiliation(s)
- Eduardo O Bartaquim
- São Carlos Institute of Chemistry, University of São Paulo, P.O. Box 780, 13560-970, São Carlos, SP, Brazil.
| | - Raquel C Bezerra
- Secretaria de Estado de Educação e Qualidade do Ensino (SEDUC) do Estado do Amazonas, Escola Áurea Pinheiro Braga Av. Perimentral, s/n, Lot. Cidade do Leste, Gilberto Mestrinho, 69089-340, Manaus, AM, Brazil
| | | | - Juarez L F Da Silva
- São Carlos Institute of Chemistry, University of São Paulo, P.O. Box 780, 13560-970, São Carlos, SP, Brazil.
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13
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Rahman MS, Xu Y. Acetate formation on metals via CH4 carboxylation by CO2: A DFT study. Catal Today 2022. [DOI: 10.1016/j.cattod.2022.08.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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14
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Alley KR, Gavenda-Eaton TR, Prieto-Centurion D. Photo-thermal catalytic degradation of organophosphate simulant over Cu, Co, and Fe on titania. CATAL COMMUN 2022. [DOI: 10.1016/j.catcom.2021.106369] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022] Open
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15
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Shao F, Zheng L, Lan J, Zenobi R. Nanoscale Chemical Imaging of Coadsorbed Thiolate Self-Assembled Monolayers on Au(111) by Tip-Enhanced Raman Spectroscopy. Anal Chem 2022; 94:1645-1653. [DOI: 10.1021/acs.analchem.1c03968] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Feng Shao
- Department of Physics and Astronomy, National Graphene Institute, University of Manchester, Manchester M13 9PL, U.K
- Department of Chemistry and Applied Biosciences, ETH Zurich, 8093 Zurich, Switzerland
| | - Liqing Zheng
- Department of Chemistry and Applied Biosciences, ETH Zurich, 8093 Zurich, Switzerland
| | - Jinggang Lan
- Department of Chemistry, University of Zurich, 8057 Zurich, Switzerland
| | - Renato Zenobi
- Department of Chemistry and Applied Biosciences, ETH Zurich, 8093 Zurich, Switzerland
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16
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Raciti D, Moffat TP. Quantification of Hydride Coverage on Cu(111) by Electrochemical Mass Spectrometry. THE JOURNAL OF PHYSICAL CHEMISTRY. C, NANOMATERIALS AND INTERFACES 2022; 126:10.1021/acs.jpcc.2c06207. [PMID: 38711439 PMCID: PMC11070959 DOI: 10.1021/acs.jpcc.2c06207] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
Electrochemical mass spectrometry (EC-MS) is combined with chronoamperometry to quantify H coverage associated with the surface hydride phase on Cu(111) in 0.1 mol/L H2SO4. A two-step potential pulse program is used to examine anion desorption and hydride formation, and the inverse, by tracking the 2 atomic mass unit (amu) signal for H2 production in comparison to the charge passed. On the negative potential step, the reduction current is partitioned between anion desorption, hydride formation, and the hydrogen evolution reaction (HER). For modest overpotentials, variations in partial processes are evident as inflections in the chronoamperometry and EC-MS signal. On the return step to positive potentials, hydride decomposition by H recombination to H2 occurs in parallel with sulfate adsorption. The challenge associated with the inherent diffusional delay in the EC-MS response is mitigated by total H2 collection and steady-state analysis facilitated by the thin-layer EC-MS cell geometry as demonstrated for the HER on a non-hydride forming Ag electrode. Analysis of the respective transients and steady-state response on Cu(111) reveals a saturated hydride fractional coverage of 0.67 at negative potentials with an upper bound charge of 106 μC/cm2 (average electrosorption valency of ≈1.76) associated with adsorption of the (√ 3 × √ 7 ) mixed sulfate-water adlayer at positive potentials.
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17
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Tackett BM, Raciti D, Hight Walker AR, Moffat TP. Surface Hydride Formation on Cu(111) and Its Decomposition to Form H 2 in Acid Electrolytes. J Phys Chem Lett 2021; 12:10936-10941. [PMID: 34734717 DOI: 10.1021/acs.jpclett.1c03131] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Mass spectrometry and Raman vibrational spectroscopy were used to follow competitive dynamics between adsorption and desorption of H and anions during potential cycling of three low-index Cu surfaces in acid electrolytes. Unique to Cu(111) is a redox wave for surface hydride formation coincident with anion desorption, while the reverse reaction of hydride decomposition with anion adsorption yields H2 by recombination rather than oxidation to H3O+. Charge imbalance between the reactions accounts for the asymmetric voltammetry in SO42-, ClO4-, PO43-, and Cl- electrolytes with pH 0.68-4.5. Two-dimensional hydride formation is evidenced by the reduction wave prior to H2 evolution and vibrational bands between 995 and 1130 cm-1. In contrast to Cu(111), no distinct voltammetric signature of surface hydride formation is observed on Cu(110) and Cu(100). The Cu(111) hydride surface phase may serve to catalyze hydrofunctionalization reactions such as CO2 reduction to CH4 and should be broadly useful in electro-organic synthesis.
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Affiliation(s)
- Brian M Tackett
- Materials Science and Engineering Division, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - David Raciti
- Materials Science and Engineering Division, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Angela R Hight Walker
- Nanoscale Device Characterization Division, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
| | - Thomas P Moffat
- Materials Science and Engineering Division, National Institute of Standards and Technology, 100 Bureau Drive, Gaithersburg, Maryland 20899, United States
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18
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Tate GL, Mehrabadi BAT, Xiong W, Kenvin A, Monnier JR. Synthesis of Highly Active Pd@Cu-Pt/C Methanol Oxidation Electrocatalysts via Continuous, Co-Electroless Deposition. NANOMATERIALS 2021; 11:nano11030793. [PMID: 33808842 PMCID: PMC8003816 DOI: 10.3390/nano11030793] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Revised: 03/09/2021] [Accepted: 03/15/2021] [Indexed: 12/20/2022]
Abstract
Controlled deposition of metals is essential for the creation of bimetallic catalysts having predictable composition and character. Continuous co-electroless deposition (co-ED) permits the creation of bimetallic catalysts with predictive control over composition. This method was applied to create a suite of Cu–Pt mixed-metal shell catalysts for use in methanol electrooxidation in direct methanol fuel cell applications (DMFCs). Enhanced performance of Cu–Pt compositions over Pt alone was predicted by existing computational studies in the literature. Experimental evidence from this study supports the bifunctional catalyst explanation for enhanced activity and confirms the optimum Cu:Pt ratio as Cu3Pt for this methanol electrooxidation. This ability to control the composition of a bimetallic shell can be extended to other systems where the ratio of two metals is critical for catalytic performance.
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Affiliation(s)
- Gregory L. Tate
- Department of Chemical Engineering, University of South Carolina, Columbia, SC 29208, USA; (G.L.T.); (B.A.T.M.); (W.X.); (A.K.)
| | - Bahareh Alsadat Tavakoli Mehrabadi
- Department of Chemical Engineering, University of South Carolina, Columbia, SC 29208, USA; (G.L.T.); (B.A.T.M.); (W.X.); (A.K.)
- Research and Development, Nikola Motors, Phoenix, AZ 85040, USA
| | - Wen Xiong
- Department of Chemical Engineering, University of South Carolina, Columbia, SC 29208, USA; (G.L.T.); (B.A.T.M.); (W.X.); (A.K.)
| | - Adam Kenvin
- Department of Chemical Engineering, University of South Carolina, Columbia, SC 29208, USA; (G.L.T.); (B.A.T.M.); (W.X.); (A.K.)
| | - John R. Monnier
- Department of Chemical Engineering, University of South Carolina, Columbia, SC 29208, USA; (G.L.T.); (B.A.T.M.); (W.X.); (A.K.)
- Correspondence: ; Tel.: +1-803-777-6813
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19
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Nesbitt NT, Burdyny T, Simonson H, Salvatore D, Bohra D, Kas R, Smith WA. Liquid–Solid Boundaries Dominate Activity of CO2 Reduction on Gas-Diffusion Electrodes. ACS Catal 2020. [DOI: 10.1021/acscatal.0c03319] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Nathan T. Nesbitt
- Materials and Chemical Science and Technology (MCST) Directorate, National Renewable Energy Laboratory, Golden, Colorado 80401, United States
| | - Thomas Burdyny
- Materials for Energy Conversion and Storage, Department of Chemical Engineering, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Hunter Simonson
- Department of Chemical and Biological Engineering, University of Colorado, Boulder, Colorado 80303, United States
- Renewable and Sustainable Energy Institute (RASEI), University of Colorado, Boulder, Colorado 80303, United States
| | - Danielle Salvatore
- Department of Chemical and Biological Engineering, University of Colorado, Boulder, Colorado 80303, United States
- Renewable and Sustainable Energy Institute (RASEI), University of Colorado, Boulder, Colorado 80303, United States
| | - Divya Bohra
- Materials for Energy Conversion and Storage, Department of Chemical Engineering, Delft University of Technology, 2629 HZ Delft, The Netherlands
| | - Recep Kas
- Materials and Chemical Science and Technology (MCST) Directorate, National Renewable Energy Laboratory, Golden, Colorado 80401, United States
- Renewable and Sustainable Energy Institute (RASEI), University of Colorado, Boulder, Colorado 80303, United States
| | - Wilson A. Smith
- Materials and Chemical Science and Technology (MCST) Directorate, National Renewable Energy Laboratory, Golden, Colorado 80401, United States
- Materials for Energy Conversion and Storage, Department of Chemical Engineering, Delft University of Technology, 2629 HZ Delft, The Netherlands
- Department of Chemical and Biological Engineering, University of Colorado, Boulder, Colorado 80303, United States
- Renewable and Sustainable Energy Institute (RASEI), University of Colorado, Boulder, Colorado 80303, United States
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20
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Morteo-Flores F, Engel J, Roldan A. Biomass hydrodeoxygenation catalysts innovation from atomistic activity predictors. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2020; 378:20200056. [PMID: 32623992 PMCID: PMC7422890 DOI: 10.1098/rsta.2020.0056] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/22/2020] [Indexed: 06/11/2023]
Abstract
Circular economy emphasizes the idea of transforming products involving economic growth and improving the ecological system to reduce the negative consequences caused by the excessive use of raw materials. This can be achieved with the use of second-generation biomass that converts industrial and agricultural wastes into bulk chemicals. The use of catalytic processes is essential to achieve a viable upgrade of biofuels from the lignocellulosic biomass. We carried out density functional theory calculations to explore the relationship between 13 transition metals (TMs) properties, as catalysts, and their affinity for hydrogen and oxygen, as key species in the valourization of biomass. The relation of these parameters will define the trends of the hydrodeoxygenation (HDO) process on biomass-derived compounds. We found the hydrogen and oxygen adsorption energies in the most stable site have a linear relation with electronic properties of these metals that will rationalize the surface's ability to bind the biomass-derived compounds and break the C-O bonds. This will accelerate the catalyst innovation for low temperature and efficient HDO processes on biomass derivates, e.g. guaiacol and anisole, among others. Among the monometallic catalysts explored, the scaling relationship pointed out that Ni has a promising balance between hydrogen and oxygen affinities according to the d-band centre and d-band width models. The comparison of the calculated descriptors to the adsorption strength of guaiacol on the investigated surfaces indicates that the d-band properties alone are not best suited to describe the trend. Instead, we found that a linear combination of work function and d-band properties gives significantly better correlation. This article is part of a discussion meeting issue 'Science to enable the circular economy'.
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Affiliation(s)
| | | | - Alberto Roldan
- Cardiff Catalysis Institute, School of Chemistry, Cardiff University, Main Building, Park Place, Cardiff CF10 3AT, UK
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21
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Shiozawa Y, Koitaya T, Mukai K, Yoshimoto S, Yoshinobu J. The roles of step-site and zinc in surface chemistry of formic acid on clean and Zn-modified Cu(111) and Cu(997) surfaces studied by HR-XPS, TPD, and IRAS. J Chem Phys 2020; 152:044703. [PMID: 32007070 DOI: 10.1063/1.5132979] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
The adsorption, desorption, and decomposition of formic acid (HCOOH) on Cu(111), Cu(997), Zn-Cu(111), and Zn-Cu(997) were systematically studied by high-resolution x-ray photoelectron spectroscopy, temperature programmed desorption, and infrared reflection absorption spectroscopy. On the clean Cu(111) surface, 13% of formic acid molecules adsorbed at 83 K were dissociated to form bidentate formate species by heating at 300 K; however, on the Zn-Cu(111) surface, only 4% of adsorbed HCOOH molecules were dissociated into the bidentate formate species. On the contrary, 13% of adsorbed HCOOH molecules were already dissociated into monodentate formate species on Cu(997) even at 83 K and 17% of adsorbed formic acid molecules were transformed to bidentate formate species by heating at 300 K, indicating that the stepped Cu surface has higher reactivity for HCOOH dissociation at low temperature. On the Zn-Cu(997) surface, 20% of formic acid became bidentate formate species in contrast to the case with Zn-Cu(111). Thus, the Zn deposited Cu step surface shows special activity for adsorption and dissociation of formic acid. The desorption peak maxima of the formate decomposition products (CO2 and H2) on Zn-Cu(997) were shifted to higher temperatures than those on Cu(997). Zn on Cu surfaces plays an important role in the stabilization of formate species, which probably leads to the decrease in the activation barrier for hydrogenation on the Zn-Cu alloyed surface.
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Affiliation(s)
- Yuichiro Shiozawa
- The Institute for Solid State Physics, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8581, Japan
| | - Takanori Koitaya
- The Institute for Solid State Physics, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8581, Japan
| | - Kozo Mukai
- The Institute for Solid State Physics, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8581, Japan
| | - Shinya Yoshimoto
- The Institute for Solid State Physics, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8581, Japan
| | - Jun Yoshinobu
- The Institute for Solid State Physics, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8581, Japan
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22
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Koverga AA, Flórez E, Dorkis L, Rodriguez JA. Promoting effect of tungsten carbide on the catalytic activity of Cu for CO2 reduction. Phys Chem Chem Phys 2020; 22:13666-13679. [DOI: 10.1039/d0cp00358a] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Supporting Cu atoms on WC(0001) surfaces stabilizes CO2 molecules relative to Cu(111), promoting the CO2 catalytic activity on Cu/WC(0001).
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Affiliation(s)
- Andrey A. Koverga
- Universidad Nacional de Colombia sede Medellín
- Facultad de Minas
- Departamento de Materiales y Minerales
- Grupo de Investigación en Catálisis y Nanomateriales
- Medellín
| | - Elizabeth Flórez
- Universidad de Medellín
- Facultad de Ciencias Básicas
- Grupo de Investigación Mat&mpac
- Medellín
- Colombia
| | - Ludovic Dorkis
- Universidad Nacional de Colombia sede Medellín
- Facultad de Minas
- Departamento de Materiales y Minerales
- Grupo de Investigación en Catálisis y Nanomateriales
- Medellín
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23
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Schweitzer B, Archuleta C, Seong B, Anderson R, Gómez-Gualdrón DA. Electronic effects due to organic linker-metal surface interactions: implications on screening of MOF-encapsulated catalysts. Phys Chem Chem Phys 2020; 22:2475-2487. [DOI: 10.1039/c9cp05380h] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Using approximated NP/MOF interface models, DFT was used to investigate MOF-originated electronic effects on encapsulated NPs in NP@MOF hybrid catalysts.
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Affiliation(s)
- Benjamin Schweitzer
- Department of Chemical and Biological Engineering
- Colorado School of Mines
- Golden CO 80401
- USA
| | - Chloe Archuleta
- Department of Chemical and Biological Engineering
- Colorado School of Mines
- Golden CO 80401
- USA
| | - Bomsaerah Seong
- Department of Chemical and Biological Engineering
- Colorado School of Mines
- Golden CO 80401
- USA
| | - Ryther Anderson
- Department of Chemical and Biological Engineering
- Colorado School of Mines
- Golden CO 80401
- USA
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24
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Maulana AL, Putra RID, Saputro AG, Agusta MK, Nugraha, Dipojono HK. DFT and microkinetic investigation of methanol synthesis via CO 2 hydrogenation on Ni(111)-based surfaces. Phys Chem Chem Phys 2019; 21:20276-20286. [PMID: 31490485 DOI: 10.1039/c9cp02970b] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A DFT study of methanol production via CO2 hydrogenation reactions on clean Ni(111) and Ni(111)-M (M = Cu, Pd, Pt, or Rh) surfaces has been performed. The reaction network of this synthesis reaction has been determined using energy profiles. The competing reaction network between the formate-mediated route and the carboxyl-mediated route is also presented. Both routes are equally possible in mediating the overall synthesis reactions. A simple selectivity analysis based on the energy barrier shows that methanol synthesis is more preferred rather than formic acid (HCOOH) or carbon monoxide (CO) production. A mean-field kinetic analysis is also employed to determine the kinetic performance of all catalytic surfaces. The formate-mediated route is found to be energetically and kinetically more dominant than the carboxyl-mediated route. Cu, Pd, and Pt dopants are successful in increasing the kinetic performance of the clean Ni(111) surface in the formate route and Cu, Pt, and Rh dopants in the carboxyl route.
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Affiliation(s)
- Arifin Luthfi Maulana
- Advanced Functional Materials Research Group, Institut Teknologi Bandung, Bandung 40132, Indonesia.
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25
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Tian H, Rangarajan S. Predicting Adsorption Energies Using Multifidelity Data. J Chem Theory Comput 2019; 15:5588-5600. [DOI: 10.1021/acs.jctc.9b00336] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Huijie Tian
- Department of Chemical and Biomolecular Engineering, Lehigh University, Bethlehem 18015, United States
| | - Srinivas Rangarajan
- Department of Chemical and Biomolecular Engineering, Lehigh University, Bethlehem 18015, United States
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26
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Putra SEM, Muttaqien F, Hamamoto Y, Inagaki K, Hamada I, Morikawa Y. Van der Waals density functional study of formic acid adsorption and decomposition on Cu(111). J Chem Phys 2019; 150:154707. [DOI: 10.1063/1.5087420] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Affiliation(s)
- Septia Eka Marsha Putra
- Department of Precision Science and Technology, Graduate School of Engineering, Osaka University, 2-1, Yamada-oka, Suita, Osaka 565-0871, Japan
| | - Fahdzi Muttaqien
- Department of Precision Science and Technology, Graduate School of Engineering, Osaka University, 2-1, Yamada-oka, Suita, Osaka 565-0871, Japan
| | - Yuji Hamamoto
- Department of Precision Science and Technology, Graduate School of Engineering, Osaka University, 2-1, Yamada-oka, Suita, Osaka 565-0871, Japan
- Elements Strategy Initiative for Catalysts and Batteries (ESICB), Kyoto University, Katsura, Kyoto 615-8520, Japan
| | - Kouji Inagaki
- Department of Precision Science and Technology, Graduate School of Engineering, Osaka University, 2-1, Yamada-oka, Suita, Osaka 565-0871, Japan
- Elements Strategy Initiative for Catalysts and Batteries (ESICB), Kyoto University, Katsura, Kyoto 615-8520, Japan
| | - Ikutaro Hamada
- Department of Precision Science and Technology, Graduate School of Engineering, Osaka University, 2-1, Yamada-oka, Suita, Osaka 565-0871, Japan
- Elements Strategy Initiative for Catalysts and Batteries (ESICB), Kyoto University, Katsura, Kyoto 615-8520, Japan
| | - Yoshitada Morikawa
- Department of Precision Science and Technology, Graduate School of Engineering, Osaka University, 2-1, Yamada-oka, Suita, Osaka 565-0871, Japan
- Elements Strategy Initiative for Catalysts and Batteries (ESICB), Kyoto University, Katsura, Kyoto 615-8520, Japan
- Research Center for Ultra-Precision Science and Technology, Graduate School of Engineering, Osaka University, Suita, Osaka, Japan
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