Wang, Jinlan
- On the Uncertainty Estimates of Equivariant-Neural-Network-Ensembles Interatomic Potentials
2023/09/01 by Shuaihua Lu, Lu, Shuaihua, Luca M. Ghiringhelli +7 · 3 citations
Materials Science · #Electron and X-Ray Spectroscopy Techniques #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Thermal properties of materials
- Is Large Language Model All You Need to Predict the Synthesizability and Precursors of Crystal Structures?
2024/07/09 by Zhilong Song, Shuaihua Lu, Song, Zhilong +7 · 3 citations
Materials Science · #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- LLM-Feynman: Leveraging Large Language Models for Universal Scientific Formula and Theory Discovery
2025/03/09 by Song, Zhilong, Zhou, Qionghua, Ren, Chunjin +3 · 6 citations
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)