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

Zimmermann Y, Bazgir A, Al-Feghali A, Ansari M, Bocarsly J, Brinson LC, Chiang Y, Circi D, Chiu MH, Daelman N, Evans ML, Gangan AS, George J, Harb H, Khalighinejad G, Takrim Khan S, Klawohn S, Lederbauer M, Mahjoubi S, Mohr B, Mohamad Moosavi S, Naik A, Beste Ozhan A, Plessers D, Roy A, Schöppach F, Schwaller P, Terboven C, Ueltzen K, Wu Y, Zhu S, Janssen J, Li C, Foster I, Blaiszik B.

Open source

DOI: 10.1088/2632-2153/ae011a
Published: 2025-09-29
Container: Mach Learn Sci Technol
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1088/2632-2153/ae011a,
  title = {32 examples of LLM applications in materials science and chemistry: towards automation, assistants, agents, and accelerated scientific discovery.},
  author = {Zimmermann Y and  Bazgir A and  Al-Feghali A and  Ansari M and  Bocarsly J and  Brinson LC and  Chiang Y and  Circi D and  Chiu MH and  Daelman N and  Evans ML and  Gangan AS and  George J and  Harb H and  Khalighinejad G and  Takrim Khan S and  Klawohn S and  Lederbauer M and  Mahjoubi S and  Mohr B and  Mohamad Moosavi S and  Naik A and  Beste Ozhan A and  Plessers D and  Roy A and  Schöppach F and  Schwaller P and  Terboven C and  Ueltzen K and  Wu Y and  Zhu S and  Janssen J and  Li C and  Foster I and  Blaiszik B.},
  year = {2025},
  journal = {Mach Learn Sci Technol},
  doi = {10.1088/2632-2153/ae011a},
  url = {https://doi.org/10.1088/2632-2153/ae011a}
}

RIS

TY  - JOUR
TI  - 32 examples of LLM applications in materials science and chemistry: towards automation, assistants, agents, and accelerated scientific discovery.
AU  - Zimmermann Y
AU  -  Bazgir A
AU  -  Al-Feghali A
AU  -  Ansari M
AU  -  Bocarsly J
AU  -  Brinson LC
AU  -  Chiang Y
AU  -  Circi D
AU  -  Chiu MH
AU  -  Daelman N
AU  -  Evans ML
AU  -  Gangan AS
AU  -  George J
AU  -  Harb H
AU  -  Khalighinejad G
AU  -  Takrim Khan S
AU  -  Klawohn S
AU  -  Lederbauer M
AU  -  Mahjoubi S
AU  -  Mohr B
AU  -  Mohamad Moosavi S
AU  -  Naik A
AU  -  Beste Ozhan A
AU  -  Plessers D
AU  -  Roy A
AU  -  Schöppach F
AU  -  Schwaller P
AU  -  Terboven C
AU  -  Ueltzen K
AU  -  Wu Y
AU  -  Zhu S
AU  -  Janssen J
AU  -  Li C
AU  -  Foster I
AU  -  Blaiszik B.
PY  - 2025
JO  - Mach Learn Sci Technol
DO  - 10.1088/2632-2153/ae011a
UR  - https://doi.org/10.1088/2632-2153/ae011a
ER  -

APA

Y, Z., A, B., A, A., M, A., J, B., LC, B., Y, C., D, C., MH, C., N, D., ML, E., AS, G., J, G., H, H., G, K., S, T. K., S, K., M, L., S, M., B, M., S, M. M., A, N., A, B. O., D, P., A, R., F, S., P, S., C, T., K, U., Y, W., S, Z., J, J., C, L., I, F., & B., B. (2025). 32 examples of LLM applications in materials science and chemistry: towards automation, assistants, agents, and accelerated scientific discovery.. Mach Learn Sci Technol. https://doi.org/10.1088/2632-2153/ae011a

Source records

europe-pmc · retrieved 2026-09-25T16:44:11.140Z
doaj · retrieved 2026-09-25T16:44:11.130Z