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M

Matthew L. Evans

université catholique de louvain, louvain-la-neuve, belgium

14H指数
47论文数
784被引数
收录论文 15
发表时间
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32 examples of LLM applications in materials science and chemistry: towards automation; assistants; agents; and accelerated scientific discovery32个LLM在材料科学与化学中的应用实例：自动化；助手；代理；以及加速科学发现
errMachine Learning: Science and Technology
IF0
err2025-09-29
err0
errOAAI
errYoel Zimmermann; Adib Bazgir; Alexander Al-Feghali; Mehrad Ansari; Joshua Bocarsly; L Catherine Brinson; Yuan Chiang; Defne Circi; Min-Hsueh Chiu; Nathan Daelman; Matthew L Evans; Abhijeet S Gangan; Janine George; Hassan Harb; Ghazal Khalighinejad; Sartaaj Takrim Khan; Sascha Klawohn; Magdalena Lederbauer; Soroush Mahjoubi; Bernadette Mohr; Seyed Mohamad Moosavi; Aakash Naik; Aleyna Beste Ozhan; Dieter Plessers; Aritra Roy; Fabian Schöppach; Philippe Schwaller; Carla Terboven; Katharina Ueltzen; Yue Wu; Shang Zhu; Jan Janssen; Calvin Li; Ian Foster; Ben Blaiszik
err分享
err收藏
Accelerating the discovery of high-performance nonlinear optical materials using active learning and high-throughput screening利用主动学习和高通量筛选加速高性能非线性光学材料的发现
errj mater chem a
IF0
err2025-08-08
err0
errOAAI
errVictor Trinquet; Matthew L. Evans; Gian-Marco Rignanese
err分享
err收藏
Datatractor: Metadata, automation, and registries for extractor interoperability in the chemical and materials sciencesDatatractor：元数据、自动化以及用于化学和材料科学中提取器互操作性的注册中心
errMRS Bulletin
IF4.9
err2025-06-18
err0
errOAAI
errMatthew L. Evans; Gian-Marco Rignanese; David Elbert; Peter Kraus
err分享
err收藏
Discovering synthesis targets: general discussion
errFARADAY DISCUSSIONS
IF3.1
err2025-01-01
err0
PREAI
errAnker, Andy S.; Aspuru-Guzik, Alan; Bechtel, Tim; Bigi, Filippo; Briling, Ksenia R.; Das, Basita; David, Nicholas; Day, Graeme M.; Deringer, Volker L.; Dyer, Matthew; Eardley-Brunt, Annabel; Evans, Matthew L.; Evans, Rob; Franklin, Barnabas A.; Ganose, Alex M.; George, Janine; Goulding, Mark; Hickey, Niamh; James, Gillian; Kalikadien, Adarsh V.; Kapil, Venkat; Kulik, Heather J.; Kumar, Vishank; Kuttner, Christian; Lam, Erwin; Lederbauer, Magdalena; Lou, Yuchen; Martin, Jennie; Bran, Andres Marulanda; Mathea, Miriam; Pickard, Chris J.; Ruscic, Branko; Ryder, Matthew R.; Gil, Victor Sabanza; Schwaller, Philippe; Segler, Marwin H. S.; Sun, Wenhao; Tanovic, Sara; Treyde, Wojtek; Walsh, Aron; Wu, Ruiqi
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Discovering trends in big data: general discussion
errFARADAY DISCUSSIONS
IF3.1
err2025-01-01
err0
PREAI
errAlbornoz, Ricardo Valencia; Antypov, Dmytro; Blanke, Gerd; Borges Jr, Itamar; Bran, Andres Marulanda; Cheung, Joshua; Collins, Christopher M.; David, Nicholas; Day, Graeme M.; Deringer, Volker L.; Draxl, Claudia; Eardley-Brunt, Annabel; Evans, Matthew L.; Fairlamb, Ian; Fieseler, Kate; Franklin, Barnabas A.; George, Janine; Grundy, Joanna; Johal, Jay; Kalikadien, Adarsh V.; Kapil, Venkat; Kotopanov, Lyubomir; Kumar, Vishank; Kuttner, Christian; Lederbauer, Magdalena; Ojeda-Porras, Andrea Carolina; Pang, Jiayun; Parkes, Michael; Pemberton, Miles; Ruscic, Branko; Ryder, Matthew R.; Sakaushi, Ken; Saleh, Gabriele; Savoie, Brett M.; Schwaller, Philippe; Skjelstad, Bastian Bjerkem; Sun, Wenhao; Taniguchi, Takuya; Taylor, Christopher R.; Torrisi, Steven; Vishnoi, Shubham; Walsh, Aron; Wu, Ruiqi
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err收藏
Discovering structure-property correlations: general discussion
errFARADAY DISCUSSIONS
IF3.1
err2025-01-01
err0
PREAI
errAnker, Andy S.; Aspuru-Guzik, Alan; Ben Mahmoud, Chiheb; Bennett, Sophie; Briling, Ksenia R.; Changiarath, Arya; Chong, Sanggyu; Collins, Christopher M.; Cooper, Andrew I.; Crusius, Daniel; Darmawan, Kevion K.; Das, Basita; David, Nicholas; Day, Graeme M.; Deringer, Volker L.; Duarte, Fernanda; Eardley-Brunt, Annabel; Evans, Matthew L.; Evans, Rob; Fairlamb, Ian; Franklin, Barnabas A.; Frey, Jeremy; Ganose, Alex M.; Goulding, Mark; Hafizi, Roohollah; Hakkennes, Matthijs; Hickey, Niamh; James, Gillian; Jelfs, Kim E.; Kalikadien, Adarsh V.; Kapil, Venkat; Koczor-Benda, Zsuzsanna; Krammer, Ferdinand; Kulik, Heather J.; Kumar, Vishank; Kuttner, Christian; Lam, Erwin; Lou, Yuchen; Mante, Eltjo; Martin, Jennie; Mroz, Austin M.; Nematiaram, Tahereh; Pare, Charles W. P.; Patra, Sarbani; Proudfoot, James; Ruscic, Branko; Ryder, Matthew R.; Sakaushi, Ken; Sassmannshausen, Joerg; Savoie, Brett M.; Schneider, Nadine; Schwaller, Philippe; Skjelstad, Bastian Bjerkem; Sun, Wenhao; Szczypinski, Filip T.; Torrisi, Steven; Ueltzen, Katharina; Vishnoi, Shubham; Walsh, Aron; Wang, Xinwei; Wilson, Chloe; Wu, Ruiqi; Zeitler, Jakob
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err收藏
Optical materials discovery and design with federated databases and machine learning
errFARADAY DISCUSSIONS
IF3.1
err2025-01-01
err0
PREAI
errTrinquet, Victor; Evans, Matthew L.; Hargreaves, Cameron J.; De Breuck, Pierre-Paul; Rignanese, Gian-Marco
err分享
err收藏
Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err9
errOAAI
errEvans, Matthew L.; Bergsma, Johan; Merkys, Andrius; Andersen, Casper W.; Andersson, Oskar B.; Beltran, Daniel; Blokhin, Evgeny; Boland, Tara M.; Castaneda Balderas, Ruben; Choudhary, Kamal; Diaz Diaz, Alberto; Dominguez Garcia, Rodrigo; Eckert, Hagen; Eimre, Kristjan; Fuentes Montero, Maria Elena; Krajewski, Adam M.; Mortensen, Jens Jorgen; Napoles Duarte, Jose Manuel; Pietryga, Jacob; Qi, Ji; Trejo Carrillo, Felipe de Jesus; Vaitkus, Antanas; Yu, Jusong; Zettel, Adam; de Castro, Pedro Baptista; Carlsson, Johan; Cerqueira, Tiago F. T.; Divilov, Simon; Hajiyani, Hamidreza; Hanke, Felix; Jose, Kevin; Oses, Corey; Riebesell, Janosh; Schmidt, Jonathan; Winston, Donald; Xie, Christen; Yang, Xiaoyu; Bonella, Sara; Botti, Silvana; Curtarolo, Stefano; Draxl, Claudia; Fuentes Cobas, Luis Edmundo; Hospital, Adam; Liu, Zi-Kui; Marques, Miguel A. L.; Marzari, Nicola; Morris, Andrew J.; Ong, Shyue Ping; Orozco, Modesto; Persson, Kristin A.; Thygesen, Kristian S.; Wolverton, Chris; Scheidgen, Markus; Toher, Cormac; Conduit, Gareth J.; Pizzi, Giovanni; Grazulis, Saulius; Rignanese, Gian-Marco; Armiento, Rickard
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Machine Learning-Accelerated Discovery of A2BC2 Ternary Electrides with Diverse Anionic Electron Densities机器学习加速发现具有不同阴离子电子密度的A2BC2三元电子化合物
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2023-11-21
err11
PREAI
errWang, Zhiqi; Gong, Yutong; Evans, Matthew L.; Yan, Yujing; Wang, Shiyao; Miao, Nanxi; Zheng, Ruiheng; Rignanese, Gian-Marco; Wang, Junjie
err分享
err收藏
14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon
errDigital Discovery
IF5.6
err2023-01-01
err55
errOAAI
errJablonka, Kevin Maik; Ai, Qianxiang; Al-Feghali, Alexander; Badhwar, Shruti; Bocarsly, Joshua D.; Bran, Andres M.; Bringuier, Stefan; Brinson, L. Catherine; Choudhary, Kamal; Circi, Defne; Cox, Sam; de Jong, Wibe A.; Evans, Matthew L.; Gastellu, Nicolas; Genzling, Jerome; Gil, Maria Victoria; Gupta, Ankur K.; Hong, Zhi; Imran, Alishba; Kruschwitz, Sabine; Labarre, Anne; Lala, Jakub; Liu, Tao; Ma, Steven; Majumdar, Sauradeep; Merz, Garrett W.; Moitessier, Nicolas; Moubarak, Elias; Mourino, Beatriz; Pelkie, Brenden; Pieler, Michael; Ramos, Mayk Caldas; Rankovic, Bojana; Rodriques, Samuel G.; Sanders, Jacob N.; Schwaller, Philippe; Schwarting, Marcus; Shi, Jiale; Smit, Berend; Smith, Ben E.; Van Herck, Joren; Voelker, Christoph; Ward, Logan; Warren, Sean; Weiser, Benjamin; Zhang, Sylvester; Zhang, Xiaoqi; Zia, Ghezal Ahmad; Scourtas, Aristana; Schmidt, K. J.; Foster, Ian; White, Andrew D.; Blaiszik, Ben
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Phase Transformations and Phase Segregation during Potassiation of SnxPy Anodes
errCHEMISTRY OF MATERIALS
IF7
err2022-08-01
err6
errOAAI
errElls, Andrew W.; Evans, Matthew L.; Groh, Matthias F.; Morris, Andrew J.; Marbella, Lauren E.
err分享
err收藏
Computational Investigation of Copper Phosphides as Conversion Anodes for Lithium-Ion Batteries
errCHEMISTRY OF MATERIALS
IF7
err2020-06-25
err24
errOAAI
errHarper, Angela F.; Evans, Matthew L.; Morris, Andrew J.
err分享
err收藏
Ab initio Structure Prediction Methods for Battery Materials
errJOHNSON MATTHEY TECHNOLOGY REVIEW
IF2
err2020-04-01
err18
errOAAI
errHarper, Angela F.; Evans, Matthew L.; Darby, James P.; Karasulu, Bora; Kocer, Can P.; Nelson, Joseph R.; Morris, Andrew J.
err分享
err收藏
Structure Prediction of Li-Sn and Li-Sb Intermetallics for Lithium-Ion Batteries Anodes (vol 29, pg 5787, 2017)
errCHEMISTRY OF MATERIALS
IF7
err2018-07-26
err3
errOAAI
errMayo, Martin; Darby, James P.; Evans, Matthew L.; Nelson, Joseph R.; Morris, Andrew J.
err分享
err收藏
Sodiation and Desodiation via Helical Phosphorus Intermediates in High-Capacity Anodes for Sodium-Ion Batteries钠离子电池高容量阳极中通过螺旋磷中间体的钠离子和脱改性
errJOURNAL OF THE AMERICAN CHEMICAL SOCIETY
IF15.6
err2018-06-19
err90
errOAAI
errMarbella, Lauren E.; Evans, Matthew L.; Groh, Matthias F.; Nelson, Joseph; Griffith, Kent J.; Morris, Andrew J.; Grey, Clare P.
err分享
err收藏

研究方向

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合作学者
合作期刊
A
Andrew I. Cooper
H 指数: 134 · 论文数: 834
C
Clare P. Grey
H 指数: 132 · 论文数: 1.2K
A
Aron Walsh
H 指数: 126 · 论文数: 984
I
Ian Foster
H 指数: 124 · 论文数: 1.4K
B
Berend Smit
H 指数: 121 · 论文数: 794
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