Accurate prediction of synthesizability and precursors of 3D crystal structures via large language models
Abstract Accessing the synthesizability of crystal structures is crucial for transforming theoretical materials into real-world applications. Nevertheless, there is a significant gap between actual synthesizability and thermodynamic or kinetic stability commonly used to screen synthesizable structur...
Saved in:
| Main Authors: | Zhilong Song, Shuaihua Lu, Minggang Ju, Qionghua Zhou, Jinlan Wang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-07-01
|
| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-025-61778-y |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
ClickGen: Directed exploration of synthesizable chemical space via modular reactions and reinforcement learning
by: Mingyang Wang, et al.
Published: (2024-11-01) -
Legal text summarization via judicial syllogism with large language models
by: Yumei Song, et al.
Published: (2025-07-01) -
David Crystal, Language and the Internet
by: Graham Ranger
Published: (2007-08-01) -
Long arcuate fascicle in wild and captive chimpanzees as a potential structural precursor of the language network
by: Yannick Becker, et al.
Published: (2025-05-01) -
Modification of Ceritinib Crystal Morphology via Spherical Crystallization
by: Iva Zokić, et al.
Published: (2024-11-01)