Search Results for author: Brian Xiao

Found 2 papers, 0 papers with code

Multi-task learning for molecular electronic structure approaching coupled-cluster accuracy

no code implementations9 May 2024 Hao Tang, Brian Xiao, Wenhao He, Pero Subasic, Avetik R. Harutyunyan, Yao Wang, Fang Liu, Haowei Xu, Ju Li

Machine learning (ML) plays an important role in quantum chemistry, providing fast-to-evaluate predictive models for various properties of molecules.

Multi-Task Learning

Neural-network preconditioners for solving the Dirac equation in lattice gauge theory

no code implementations4 Aug 2022 Salvatore Calì, Daniel C. Hackett, Yin Lin, Phiala E. Shanahan, Brian Xiao

This work develops neural-network--based preconditioners to accelerate solution of the Wilson-Dirac normal equation in lattice quantum field theories.

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