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M

Matthew L. Evans

UCLouvain
H指数:14
被引数:787

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32 examples of LLM applications in materials science and chemistry: towards automation; assistants; agents; and accelerated scientific discovery

32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

Machine Learning: Science and Technology
IF0
2025-09-290
OA
Yoel 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
Discovering synthesis targets: general discussion
FARADAY DISCUSSIONS
IF3.1
2025-01-010
PRE
Anker, 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
Discovering trends in big data: general discussion
FARADAY DISCUSSIONS
IF3.1
2025-01-010
PRE
Albornoz, 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
Discovering structure-property correlations: general discussion
FARADAY DISCUSSIONS
IF3.1
2025-01-010
PRE
Anker, 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
Cross-disciplinary perspectives on the potential for artificial intelligence across chemistry

跨学科视角下人工智能在化学领域的潜力

Chemical Society Reviews
IF39
2025-01-010
OA
Austin M. Mroz; Annabel R. Basford; Friedrich Hastedt; Isuru Shavindra Jayasekera; Irea Mosquera‐Lois; Ruby Sedgwick; Pedro J. Ballester; Joshua D. Bocarsly; Ehecatl Antonio del Rio‐Chanona; Matthew L. Evans; Jarvist Moore Frost; Alex M. Ganose; Rebecca L. Greenaway; King Kuok Hii; Yingzhen Li; Ruth Misener; Aron Walsh; Dandan Zhang; Kim E. Jelfs
Developments and applications of the OPTIMADE API for materials discovery, design, and data exchange
DIGITAL DISCOVERY
IF5.6
2024-01-019
OAAI
Evans, 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
14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon
Digital Discovery
IF5.6
2023-01-0155
OAAI
Jablonka, 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

研究方向

暂未获取到该数据
A
Andrew J. Morris
H 指数:37论文数:215被引数:4,678
G
Gian‐Marco Rignanese
H 指数:59论文数:336被引数:2.1万
P
Philippe Schwaller
H 指数:32论文数:216被引数:7,993
A
Aron Walsh
H 指数:126论文数:991被引数:7.4万
V
Volker L. Deringer
H 指数:53论文数:288被引数:1.9万
R
Ruiqi Wu
H 指数:5论文数:20被引数:77
J
Janine George
H 指数:24论文数:173被引数:3,168
V
Venkat Kapil
H 指数:20论文数:105被引数:2,335
B
Branko Ruščić
H 指数:48论文数:165被引数:1.1万
M
Matthew R. Ryder
H 指数:30论文数:112被引数:3,463