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For: Vilhelmsen LB, Hammer B. A genetic algorithm for first principles global structure optimization of supported nano structures. J Chem Phys 2014;141:044711. [DOI: 10.1063/1.4886337] [Citation(s) in RCA: 132] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]  Open
Number Cited by Other Article(s)
1
Klumpers B, Hensen EJM, Filot IAW. Transferable, Living Data Sets for Predicting Global Minimum Energy Nanocluster Geometries. J Chem Theory Comput 2024. [PMID: 39044400 DOI: 10.1021/acs.jctc.4c00572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/25/2024]
2
Barrios Herrera L, Lourenço MP, Hostaš J, Calaminici P, Köster AM, Tchagang A, Salahub DR. Active-learning for global optimization of Ni-Ceria nanoparticles: The case of Ce4-xNixO8- x (x = 1, 2, 3). J Comput Chem 2024;45:1643-1656. [PMID: 38551129 DOI: 10.1002/jcc.27346] [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: 10/19/2023] [Revised: 02/15/2024] [Accepted: 03/05/2024] [Indexed: 06/04/2024]
3
Noordhoek K, Bartel CJ. Accelerating the prediction of inorganic surfaces with machine learning interatomic potentials. NANOSCALE 2024. [PMID: 38470833 DOI: 10.1039/d3nr06468a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2024]
4
Bae S, Shin D, Kim H, Han JW, Lee JM. Accelerated Structural Optimization for the Supported Metal System Based on Hybrid Approach Combining Bayesian Optimization with Local Search. J Chem Theory Comput 2024;20:2284-2296. [PMID: 38358319 DOI: 10.1021/acs.jctc.3c01265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2024]
5
Mortensen JJ, Larsen AH, Kuisma M, Ivanov AV, Taghizadeh A, Peterson A, Haldar A, Dohn AO, Schäfer C, Jónsson EÖ, Hermes ED, Nilsson FA, Kastlunger G, Levi G, Jónsson H, Häkkinen H, Fojt J, Kangsabanik J, Sødequist J, Lehtomäki J, Heske J, Enkovaara J, Winther KT, Dulak M, Melander MM, Ovesen M, Louhivuori M, Walter M, Gjerding M, Lopez-Acevedo O, Erhart P, Warmbier R, Würdemann R, Kaappa S, Latini S, Boland TM, Bligaard T, Skovhus T, Susi T, Maxson T, Rossi T, Chen X, Schmerwitz YLA, Schiøtz J, Olsen T, Jacobsen KW, Thygesen KS. GPAW: An open Python package for electronic structure calculations. J Chem Phys 2024;160:092503. [PMID: 38450733 DOI: 10.1063/5.0182685] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 01/15/2024] [Indexed: 03/08/2024]  Open
6
Ai C, Han S, Yang X, Vegge T, Hansen HA. Graph Neural Network-Accelerated Multitasking Genetic Algorithm for Optimizing PdxTi1-xHy Surfaces under Various CO2 Reduction Reaction Conditions. ACS APPLIED MATERIALS & INTERFACES 2024. [PMID: 38437157 DOI: 10.1021/acsami.3c18734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2024]
7
Lourenço MP, Herrera LB, Hostaš J, Calaminici P, Köster AM, Tchagang A, Salahub DR. QMLMaterial─A Quantum Machine Learning Software for Material Design and Discovery. J Chem Theory Comput 2023;19:5999-6010. [PMID: 37581570 DOI: 10.1021/acs.jctc.3c00566] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/16/2023]
8
Shi X, Cheng D, Zhao R, Zhang G, Wu S, Zhen S, Zhao ZJ, Gong J. Accessing complex reconstructed material structures with hybrid global optimization accelerated via on-the-fly machine learning. Chem Sci 2023;14:8777-8784. [PMID: 37621421 PMCID: PMC10445438 DOI: 10.1039/d3sc02974c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2023] [Accepted: 07/13/2023] [Indexed: 08/26/2023]  Open
9
Wan C, Zhang Z, Dong J, Xu M, Pu H, Baumann D, Lin Z, Wang S, Huang J, Shah AH, Pan X, Hu T, Alexandrova AN, Huang Y, Duan X. Amorphous nickel hydroxide shell tailors local chemical environment on platinum surface for alkaline hydrogen evolution reaction. NATURE MATERIALS 2023;22:1022-1029. [PMID: 37349398 DOI: 10.1038/s41563-023-01584-3] [Citation(s) in RCA: 30] [Impact Index Per Article: 30.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 05/18/2023] [Indexed: 06/24/2023]
10
Kentri T, Tsevis A, Boghosian S. Heterogeneity of the vanadia phase dispersed on titania. Co-existence of distinct mono-oxo VOx sites. Dalton Trans 2023. [PMID: 37211989 DOI: 10.1039/d3dt00749a] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
11
Lourenço MP, Hostaš J, Herrera LB, Calaminici P, Köster AM, Tchagang A, Salahub DR. GAMaterial-A genetic-algorithm software for material design and discovery. J Comput Chem 2023;44:814-823. [PMID: 36444916 DOI: 10.1002/jcc.27043] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 09/26/2022] [Accepted: 11/06/2022] [Indexed: 11/30/2022]
12
Yeo W, Shin D, Kim MH, Han JW. Change in the Electronic Environment of the VOx Active Center via Support Modification to Enhance Hg Oxidation Activity. ACS Catal 2023. [DOI: 10.1021/acscatal.2c05520] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
13
Gedam SP, Chiriki S, Padmavathi D. Advanced machine learning based global optimizations for Pt nanoclusters. J INDIAN CHEM SOC 2023. [DOI: 10.1016/j.jics.2023.100978] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
14
Li H, Jiao Y, Davey K, Qiao SZ. Data-Driven Machine Learning for Understanding Surface Structures of Heterogeneous Catalysts. Angew Chem Int Ed Engl 2023;62:e202216383. [PMID: 36509704 DOI: 10.1002/anie.202216383] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Revised: 12/11/2022] [Accepted: 12/12/2022] [Indexed: 12/15/2022]
15
Cannizzaro F, Hensen EJM, Filot IAW. The Promoting Role of Ni on In2O3 for CO2 Hydrogenation to Methanol. ACS Catal 2023;13:1875-1892. [PMID: 36776383 PMCID: PMC9903295 DOI: 10.1021/acscatal.2c04872] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2022] [Revised: 12/07/2022] [Indexed: 01/19/2023]
16
Lal Bose A, Agarwal V. Oxygen Healing and CO2 /H2 /Anisole Dissociation on Reduced Molybdenum Oxide Surfaces Studied by Density Functional Theory. Chemphyschem 2022;23:e202200510. [PMID: 35983612 DOI: 10.1002/cphc.202200510] [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: 07/14/2022] [Revised: 08/13/2022] [Indexed: 01/05/2023]
17
Xu J, Xie W, Han Y, Hu P. Atomistic Insights into the Oxidation of Flat and Stepped Platinum Surfaces Using Large-Scale Machine Learning Potential-Based Grand-Canonical Monte Carlo. ACS Catal 2022. [DOI: 10.1021/acscatal.2c03976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
18
Khramenkova EV, Venkatraman H, Soethout V, Pidko EA. Global optimization of extraframework ensembles in zeolites: structural analysis of extraframework aluminum species in MOR and MFI zeolites. Phys Chem Chem Phys 2022;24:27047-27054. [PMID: 36321744 PMCID: PMC9673684 DOI: 10.1039/d2cp03603g] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2022] [Accepted: 10/09/2022] [Indexed: 05/02/2024]
19
Zhang Z, Wei Z, Sautet P, Alexandrova AN. Hydrogen-Induced Restructuring of a Cu(100) Electrode in Electroreduction Conditions. J Am Chem Soc 2022;144:19284-19293. [PMID: 36227161 DOI: 10.1021/jacs.2c06188] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
20
Fabila Fabian JR, Romero Vazquez D, Paz-Borbón LO, Buendia F. Role of bimetallic Au-Ir subnanometer clusters mediating O2 adsorption and dissociation on anatase TiO2 (101). J Chem Phys 2022;157:084309. [DOI: 10.1063/5.0100739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]  Open
21
Quinlivan Domínguez JE, Neyman KM, Bruix A. Stability of oxidized states of free-standing and ceria-supported PtOx particles. J Chem Phys 2022;157:094709. [DOI: 10.1063/5.0099927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]  Open
22
Hajibabaei A, Umer M, Anand R, Ha M, Kim KS. Fast atomic structure optimization with on-the-fly sparse Gaussian process potentials. JOURNAL OF PHYSICS. CONDENSED MATTER : AN INSTITUTE OF PHYSICS JOURNAL 2022;34:344007. [PMID: 35675808 DOI: 10.1088/1361-648x/ac76ff] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 06/08/2022] [Indexed: 06/15/2023]
23
Christiansen MPV, Rønne N, Hammer B. Atomistic Global Optimization X: A Python package for optimization of atomistic structures. J Chem Phys 2022;157:054701. [DOI: 10.1063/5.0094165] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]  Open
24
Shin D, Huang R, Jang MG, Choung S, Kim Y, Sung K, Kim TY, Han JW. Role of an Interface for Hydrogen Production Reaction over Size-Controlled Supported Metal Catalysts. ACS Catal 2022. [DOI: 10.1021/acscatal.2c02370] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
25
Merte LR, Bisbo MK, Sokolović I, Setvín M, Hagman B, Shipilin M, Schmid M, Diebold U, Lundgren E, Hammer B. Structure of an Ultrathin Oxide on Pt3 Sn(111) Solved by Machine Learning Enhanced Global Optimization. Angew Chem Int Ed Engl 2022;61:e202204244. [PMID: 35384213 PMCID: PMC9320988 DOI: 10.1002/anie.202204244] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Indexed: 11/07/2022]
26
Merte LR, Bisbo MK, Sokolović I, Setvín M, Hagman B, Shipilin M, Schmid M, Diebold U, Lundgren E, Hammer B. Structure of an Ultrathin Oxide on Pt3Sn(111) Solved by Machine Learning Enhanced Global Optimization. ANGEWANDTE CHEMIE (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2022;134:e202204244. [PMID: 38505419 PMCID: PMC10946564 DOI: 10.1002/ange.202204244] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Indexed: 11/09/2022]
27
Tang Z, Hammer B. Dimerization of dehydrogenated polycyclic aromatic hydrocarbons on graphene. J Chem Phys 2022;156:134703. [PMID: 35395907 DOI: 10.1063/5.0083253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]  Open
28
Jang MG, Yoon S, Shin D, Kim HJ, Huang R, Yang E, Kim J, Lee KS, An K, Han JW. Boosting Support Reducibility and Metal Dispersion by Exposed Surface Atom Control for Highly Active Supported Metal Catalysts. ACS Catal 2022. [DOI: 10.1021/acscatal.2c00476] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
29
Grånäs E, Schröder UA, Arman MA, Andersen M, Gerber T, Schulte K, Andersen JN, Michely T, Hammer B, Knudsen J. Water Chemistry beneath Graphene: Condensation of a Dense OH-H2O Phase under Graphene. THE JOURNAL OF PHYSICAL CHEMISTRY. C, NANOMATERIALS AND INTERFACES 2022;126:4347-4354. [PMID: 35299819 PMCID: PMC8919254 DOI: 10.1021/acs.jpcc.1c10289] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Revised: 02/12/2022] [Indexed: 06/14/2023]
30
Chen D, Shang C, Liu ZP. Automated search for optimal surface phases (ASOPs) in grand canonical ensemble powered by machine learning. J Chem Phys 2022;156:094104. [DOI: 10.1063/5.0084545] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]  Open
31
Liu C, Uslamin EA, Khramenkova E, Sireci E, Ouwehand LTLJ, Ganapathy S, Kapteijn F, Pidko EA. High Stability of Methanol to Aromatic Conversion over Bimetallic Ca,Ga-Modified ZSM-5. ACS Catal 2022;12:3189-3200. [PMID: 35280436 PMCID: PMC8902757 DOI: 10.1021/acscatal.1c05481] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 02/10/2022] [Indexed: 11/29/2022]
32
Musa E, Doherty F, Goldsmith BR. Accelerating the structure search of catalysts with machine learning. Curr Opin Chem Eng 2022. [DOI: 10.1016/j.coche.2021.100771] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
33
Lourenço MP, Herrera LB, Hostaš J, Calaminici P, Köster AM, Tchagang A, Salahub DR. Automatic structural elucidation of vacancies in materials by active learning. Phys Chem Chem Phys 2022;24:25227-25239. [DOI: 10.1039/d2cp02585j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
34
Lee BD, Lee JW, Park J, Cho MY, Park WB, Sohn KS. Argyrodite configuration determination for DFT and AIMD calculations using an integrated optimization strategy. RSC Adv 2022;12:31156-31166. [PMID: 36349042 PMCID: PMC9620773 DOI: 10.1039/d2ra05889h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 10/25/2022] [Indexed: 11/05/2022]  Open
35
Wanzenböck R, Arrigoni M, Bichelmaier S, Buchner F, Carrete J, Madsen GKH. Neural-network-backed evolutionary search for SrTiO3(110) surface reconstructions. DIGITAL DISCOVERY 2022;1:703-710. [PMID: 36324606 PMCID: PMC9549766 DOI: 10.1039/d2dd00072e] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 08/23/2022] [Indexed: 12/03/2022]
36
Shi X, Lin X, Luo R, Wu S, Li L, Zhao ZJ, Gong J. Dynamics of Heterogeneous Catalytic Processes at Operando Conditions. JACS AU 2021;1:2100-2120. [PMID: 34977883 PMCID: PMC8715484 DOI: 10.1021/jacsau.1c00355] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2021] [Indexed: 05/02/2023]
37
Van den Bossche M, Goniakowski J, Noguera C. Structural characteristics of Al2O3 ultra-thin films supported on the NiAl(100) substrate from DFTB-aided global optimization. NANOSCALE 2021;13:19500-19510. [PMID: 34797357 DOI: 10.1039/d1nr05705g] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
38
Duan Z, Henkelman G. Atomic-Scale Mechanisms of Electrochemical Pt Dissolution. ACS Catal 2021. [DOI: 10.1021/acscatal.1c02366] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
39
Kaappa S, Larsen C, Jacobsen KW. Atomic Structure Optimization with Machine-Learning Enabled Interpolation between Chemical Elements. PHYSICAL REVIEW LETTERS 2021;127:166001. [PMID: 34723620 DOI: 10.1103/physrevlett.127.166001] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2021] [Accepted: 09/08/2021] [Indexed: 06/13/2023]
40
Lamoureux PS, Choksi TS, Streibel V, Abild-Pedersen F. Combining artificial intelligence and physics-based modeling to directly assess atomic site stabilities: from sub-nanometer clusters to extended surfaces. Phys Chem Chem Phys 2021;23:22022-22034. [PMID: 34570139 DOI: 10.1039/d1cp02198b] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
41
Lourenço MP, Herrera LB, Hostaš J, Calaminici P, Köster AM, Tchagang A, Salahub DR. Taking the multiplicity inside the loop: active learning for structural and spin multiplicity elucidation of atomic clusters. Theor Chem Acc 2021. [DOI: 10.1007/s00214-021-02820-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
42
Musil F, Grisafi A, Bartók AP, Ortner C, Csányi G, Ceriotti M. Physics-Inspired Structural Representations for Molecules and Materials. Chem Rev 2021;121:9759-9815. [PMID: 34310133 DOI: 10.1021/acs.chemrev.1c00021] [Citation(s) in RCA: 135] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
43
Pla P, Dubosq C, Rapacioli M, Posenitskiy E, Alcamí M, Simon A. Hydrogenation of C24 Carbon Clusters: Structural Diversity and Energetic Properties. J Phys Chem A 2021;125:5273-5288. [PMID: 34132096 DOI: 10.1021/acs.jpca.1c02359] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
44
Doherty F, Goldsmith BR. Rhodium Single‐Atom Catalysts on Titania for Reverse Water Gas Shift Reaction Explored by First Principles Mechanistic Analysis and Compared to Nanoclusters. ChemCatChem 2021. [DOI: 10.1002/cctc.202100292] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
45
A new active learning approach for global optimization of atomic clusters. Theor Chem Acc 2021. [DOI: 10.1007/s00214-021-02766-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
46
Weal GR, McIntyre SM, Garden AL. Development of a Structural Comparison Method to Promote Exploration of the Potential Energy Surface in the Global Optimization of Nanoclusters. J Chem Inf Model 2021;61:1732-1744. [PMID: 33844537 DOI: 10.1021/acs.jcim.0c01128] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
47
Nguyen KA, Pachter R, Day PN. Systematic Study of the Properties of CdS Clusters with Carboxylate Ligands Using a Deep Neural Network Potential Developed with Data from Density Functional Theory Calculations. J Phys Chem A 2020;124:10472-10481. [PMID: 33271016 DOI: 10.1021/acs.jpca.0c06965] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
48
Chang MW, Zhang L, Davids M, Filot IA, Hensen EJ. Dynamics of gold clusters on ceria during CO oxidation. J Catal 2020. [DOI: 10.1016/j.jcat.2020.09.027] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
49
Timmermann J, Kraushofer F, Resch N, Li P, Wang Y, Mao Z, Riva M, Lee Y, Staacke C, Schmid M, Scheurer C, Parkinson GS, Diebold U, Reuter K. IrO_{2} Surface Complexions Identified through Machine Learning and Surface Investigations. PHYSICAL REVIEW LETTERS 2020;125:206101. [PMID: 33258623 DOI: 10.1103/physrevlett.125.206101] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 09/22/2020] [Indexed: 06/12/2023]
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Jenness GR, Bresnahan CG, Shukla MK. Adventures in DFTB: Toward an Automatic Parameterization Scheme. J Chem Theory Comput 2020;16:6894-6903. [PMID: 33119287 DOI: 10.1021/acs.jctc.0c00842] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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