A generalised ACE framework for approximating equivariant properties
数学专题报告
报告题目(Title)：A generalised ACE framework for approximating equivariant properties
报告人(Speaker)：张力维（加拿大英属哥伦比亚大学）
地点(Place)：腾讯会议 905505860
时间(Time)：2022年1月10日上午10点
邀请人(Inviter)：陈华杰
报告摘要
Atomic Cluster Expansion(ACE, Drautz, 2019) is a powerful tool for approximating isometry invariant properties. There are also many other properties of interest that have different physical symmetries under certain group actions. In this talk, I will introduce a generalised ACE framework to approximate those symmetric properties no matter they are scalars, vectors, matrices or even general tensors. In particular, I will present in details one of its implementations on Self-Consistent Hamiltonian learning.
