Search Results for author: Bangchen Yin

Found 2 papers, 1 papers with code

EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields

no code implementations26 Mar 2024 Bangchen Yin, Yue Yin, Yuda W. Tang, Hai Xiao

Machine learning force fields (MLFFs) have emerged as a promising approach to bridge the accuracy of quantum mechanical methods and the efficiency of classical force fields.

Atomic Forces Ensemble Learning +2

Interactive Molecular Discovery with Natural Language

1 code implementation21 Jun 2023 Zheni Zeng, Bangchen Yin, Shipeng Wang, Jiarui Liu, Cheng Yang, Haishen Yao, Xingzhi Sun, Maosong Sun, Guotong Xie, Zhiyuan Liu

Natural language is expected to be a key medium for various human-machine interactions in the era of large language models.

Property Prediction

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