USING THE TENSOR-TRAIN APPROACH TO SOLVE THE GROUND-STATE EIGENPROBLEM FOR HYDROGEN MOLECULES

被引:6
作者
Veit, Alexander [1 ]
Scott, L. Ridgway [2 ,3 ,4 ]
机构
[1] Univ Chicago, Dept Comp Sci, Chicago, IL 60637 USA
[2] Univ Chicago, Dept Comp Sci, Computat Inst, Chicago, IL 60637 USA
[3] Univ Chicago, Dept Math, Computat Inst, Chicago, IL 60637 USA
[4] Univ Chicago, Inst Biophys Dynam, Chicago, IL 60637 USA
基金
瑞士国家科学基金会;
关键词
Schrodinger equation; Born-Oppenheimer approximation; low-rank tensor approximation; tensor-train format; APPROXIMATION;
D O I
10.1137/15M102808X
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider the Born-Oppenheimer approximation of the Schrodinger equation for two hydrogen atoms in the case of large separation distances. We show that the Feschbach-Schurperturbation method can be used to solve the problem for the difference between a given separation and in finite separation. This leads to a simplified problem which can be solved iteratively. We show that this iteration converges for sufficiently large separation distances and we solve the arising sequence of six-dimensional PDEs with a finite element method in combination with low-rank tensor techniques to make the computations tractable. In particular we show how the discretized problems can be represented and solved in the tensor-train format. Since the storage and computational complexity of this format scale linearly in the dimension, a very large number of grid points can be employed, which leads to accurate approximations of the ground-state energy and ground-state wavefunction. Various numerical experiments show the performance and accuracy of this method.
引用
收藏
页码:B190 / B220
页数:31
相关论文
共 43 条
[1]  
Anapolitanos I., 2011, THESIS
[2]  
[Anonymous], ARXIV14084053
[3]  
[Anonymous], 2012, SPRINGER SER COMPUT
[4]  
[Anonymous], ARXIV13041222
[5]  
[Anonymous], 2013, MOL ELECT STRUCTURE
[6]  
[Anonymous], ARXIV13016068
[7]  
[Anonymous], 2013, LIT SURVEY LOWRANK T
[8]  
Bachmayr M., 2012, THESIS
[9]   Black box approximation of tensors in hierarchical Tucker format [J].
Ballani, Jonas ;
Grasedyck, Lars ;
Kluge, Melanie .
LINEAR ALGEBRA AND ITS APPLICATIONS, 2013, 438 (02) :639-657
[10]  
Bebendorf M, 2000, NUMER MATH, V86, P565, DOI 10.1007/s002110000192