Search Results for author: Lingsheng Cai

Found 3 papers, 1 papers with code

Deep Molecular Representation Learning via Fusing Physical and Chemical Information

no code implementations NeurIPS 2021 Shuwen Yang, Ziyao Li, Guojie Song, Lingsheng Cai

To push the boundaries of molecular representation learning, we present PhysChem, a novel neural architecture that learns molecular representations via fusing physical and chemical information of molecules.

molecular representation Representation Learning

HamNet: Conformation-Guided Molecular Representation with Hamiltonian Neural Networks

1 code implementation8 May 2021 Ziyao Li, Shuwen Yang, Guojie Song, Lingsheng Cai

Well-designed molecular representations (fingerprints) are vital to combine medical chemistry and deep learning.

molecular representation Translation

Cannot find the paper you are looking for? You can Submit a new open access paper.