Zimmermann, Yoel https://orcid.org/0009-0003-1720-4368
Bazgir, Adib https://orcid.org/0000-0001-6475-8505
Al-Feghali, Alexander https://orcid.org/0009-0004-8377-7049
Ansari, Mehrad https://orcid.org/0000-0001-5696-9193
Bocarsly, Joshua https://orcid.org/0000-0002-7523-152X
Brinson, L Catherine https://orcid.org/0000-0003-2551-1563
Chiang, Yuan https://orcid.org/0000-0002-4017-7084
Circi, Defne https://orcid.org/0000-0002-5761-0198
Chiu, Min-Hsueh https://orcid.org/0000-0003-0637-7856
Daelman, Nathan https://orcid.org/0000-0002-7647-1816
Evans, Matthew L https://orcid.org/0000-0002-1182-9098
Gangan, Abhijeet S
George, Janine https://orcid.org/0000-0001-8907-0336
Harb, Hassan https://orcid.org/0000-0002-6016-3122
Khalighinejad, Ghazal https://orcid.org/0009-0005-2476-8043
Takrim Khan, Sartaaj https://orcid.org/0009-0009-2131-9700
Klawohn, Sascha https://orcid.org/0000-0003-4850-776X
Lederbauer, Magdalena https://orcid.org/0009-0008-0665-1839
Mahjoubi, Soroush https://orcid.org/0000-0001-8879-5431
Mohr, Bernadette https://orcid.org/0000-0003-0903-0073
Mohamad Moosavi, Seyed https://orcid.org/0000-0002-0357-5729
Naik, Aakash https://orcid.org/0000-0002-6071-6786
Beste Ozhan, Aleyna https://orcid.org/0000-0002-0281-3860
Plessers, Dieter https://orcid.org/0000-0001-8906-8447
Roy, Aritra https://orcid.org/0000-0003-0243-9124
Schöppach, Fabian
Schwaller, Philippe https://orcid.org/0000-0003-3046-6576
Terboven, Carla https://orcid.org/0009-0004-3786-0773
Ueltzen, Katharina https://orcid.org/0009-0003-2967-1182
Wu, Yue https://orcid.org/0000-0003-2874-8267
Zhu, Shang https://orcid.org/0000-0002-8433-8599
Janssen, Jan https://orcid.org/0000-0001-9948-7119
Li, Calvin
Foster, Ian https://orcid.org/0000-0003-2129-5269
Blaiszik, Ben https://orcid.org/0000-0002-5326-4902
Funding for this research was provided by:
Material Measurement Laboratory (70NANB24H049 / MML24-1001)
Office of Advanced Cyberinfrastructure (#2209892)
Article Title: 32 examples of LLM applications in materials science and chemistry: towards automation, assistants, agents, and accelerated scientific discovery
Journal Title: Machine Learning: Science and Technology
Article Type: paper
Copyright Information: © 2025 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2025-05-12
Date Accepted: 2025-08-29
Online publication date: 2025-09-29