Conjugate Gradient Method for Electronic Structure Calculations
Speaker:
Xiaoying Dai, Institute of Computational Mathematics and Scientific/Engineering Computing, Academy of Mathematics and Systems Science, Chinese Academy of Sciences
Date and Time:
Thursday, April 25, 2019 - 4:10pm to 5:00pm
Location:
Fields Institute, Stewart Library
Abstract:
In this talk, we will introduce a conjugate gradient method for electronic structure calculations. We propose a Hessian based step size strategy, which together with three orthogonality approaches yields three algorithms for computing the ground state energy of atomic and molecular systems. Under some mild assumptions, we prove that our algorithms converge locally. It is shown by our numerical experiments that the conjugate gradient method is efficient. This is a joint work with Zhuang Liu, Liwei Zhang, and Aihui Zhou.