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- Title
Solving the Electronic Schrödinger Equation by Pairing Tensor-Network State with Neural Network Quantum State.
- Authors
Kan, Bowen; Tian, Yingqi; Xie, Daiyou; Wu, Yangjun; Fan, Yi; Shang, Honghui
- Abstract
Neural network methods have shown promise for solving complex quantum many-body systems. In this study, we develop a novel approach through incorporating the density-matrix renormalization group (DMRG) method with the neural network quantum state method. The results demonstrate that, when tensor-network pre-training is introduced into the neural network, a high efficiency can be achieved for quantum many-body systems with strong correlations.
- Subjects
RENORMALIZATION group; QUANTUM mechanics; QUANTUM states
- Publication
Mathematics (2227-7390), 2024, Vol 12, Issue 3, p433
- ISSN
2227-7390
- Publication type
Article
- DOI
10.3390/math12030433