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Ben Blaiszik

Argonne National Laboratory
H指数:37
被引数:6,907

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工作经历

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荣誉奖项

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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
Assessment of fine-tuned large language models for real-world chemistry and material science applications

评估用于现实世界化学和材料科学应用的微调大型语言模型

CHEMICAL SCIENCE
IF7.4
2025-01-011
OAAI
Van Herck, Joren; Gil, Maria Victoria; Jablonka, Kevin Maik; Abrudan, Alex; Anker, Andy S.; Asgari, Mehrdad; Blaiszik, Ben; Buffo, Antonio; Choudhury, Leander; Corminboeuf, Clemence; Daglar, Hilal; Elahi, Amir Mohammad; Foster, Ian T.; Garcia, Susana; Garvin, Matthew; Godin, Guillaume; Good, Lydia L.; Gu, Jianan; Xiao Hu, Noemie; Jin, Xin; Junkers, Tanja; Keskin, Seda; Knowles, Tuomas P. J.; Laplaza, Ruben; Lessona, Michele; Majumdar, Sauradeep; Mashhadimoslem, Hossein; Mcintosh, Ruaraidh D.; Moosavi, Seyed Mohamad; Mourino, Beatriz; Nerli, Francesca; Pevida, Covadonga; Poudineh, Neda; Rajabi-Kochi, Mahyar; Saar, Kadi L.; Hooriabad Saboor, Fahimeh; Sagharichiha, Morteza; Schmidt, K. J.; Shi, Jiale; Simone, Elena; Svatunek, Dennis; Taddei, Marco; Tetko, Igor; Tolnai, Domonkos; Vahdatifar, Sahar; Whitmer, Jonathan; Wieland, D. C. Florian; Willumeit-Roemer, Regine; Zuttel, Andreas; Smit, Berend
JARVIS-Leaderboard: a large scale benchmark of materials design methods
NPJ COMPUTATIONAL MATERIALS
IF11.9
2024-05-076
OAAI
Choudhary, Kamal; Wines, Daniel; Li, Kangming; Garrity, Kevin F.; Gupta, Vishu; Romero, Aldo H.; Krogel, Jaron T.; Saritas, Kayahan; Fuhr, Addis; Ganesh, Panchapakesan; Kent, Paul R. C.; Yan, Keqiang; Lin, Yuchao; Ji, Shuiwang; Blaiszik, Ben; Reiser, Patrick; Friederich, Pascal; Agrawal, Ankit; Tiwary, Pratyush; Beyerle, Eric; Minch, Peter; Rhone, Trevor David; Takeuchi, Ichiro; Wexler, Robert B.; Mannodi-Kanakkithodi, Arun; Ertekin, Elif; Mishra, Avanish; Mathew, Nithin; Wood, Mitchell; Rohskopf, Andrew Dale; Hattrick-Simpers, Jason; Wang, Shih-Han; Achenie, Luke E. K.; Xin, Hongliang; Williams, Maureen; Biacchi, Adam J.; Tavazza, Francesca
What is missing in autonomous discovery: open challenges for the community

自主发现中缺少什么: 社区面临的开放挑战

DIGITAL DISCOVERY
IF5.6
2023-01-0115
OA
Maffettone, Phillip M.; Friederich, Pascal; Baird, Sterling G.; Blaiszik, Ben; Brown, Keith A.; Campbell, Stuart I.; Cohen, Orion A.; Davis, Rebecca L.; Foster, Ian T.; Haghmoradi, Navid; Hereld, Mark; Joress, Howie; Jung, Nicole; Kwon, Ha-Kyung; Pizzuto, Gabriella; Rintamaki, Jacob; Steinmann, Casper; Torresi, Luca; Sun, Shijing
Towards a modular architecture for science factories
DIGITAL DISCOVERY
IF5.6
2023-01-017
OA
Vescovi, Rafael; Ginsburg, Tobias; Hippe, Kyle; Ozgulbas, Doga; Stone, Casey; Stroka, Abraham; Butler, Rory; Blaiszik, Ben; Brettin, Tom; Chard, Kyle; Hereld, Mark; Ramanathan, Arvind; Stevens, Rick; Vriza, Aikaterini; Xu, Jie; Zhang, Qingteng; Foster, Ian
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
I
Ian Foster
H 指数:124论文数:1,396被引数:9.0万
K
Kyle Chard
H 指数:34论文数:382被引数:5,879
L
Logan Ward
H 指数:32论文数:674被引数:7,211
K
K. J. Schmidt
H 指数:7论文数:15被引数:363
M
Marcus Schwarting
H 指数:10论文数:30被引数:800
R
Ryan Chard
H 指数:23论文数:157被引数:2,031
A
Aristana Scourtas
H 指数:9论文数:21被引数:392
Y
Yadu Babuji
H 指数:17论文数:78被引数:890
P
Paul M. Voyles
H 指数:47论文数:418被引数:8,346
D
Dane Morgan
H 指数:78论文数:800被引数:3.4万