FROM SINGLE PARTICLES TO MANY-BODY SYSTEMS:THE PRACTICE OF EXACT DIAGONALIZATION IN COMPUTATIONAL PHYSICS TEACHING
WU Hanqing;YAO Daoxin;
Abstract:
Exact diagonalization serves as the most intuitive numerical approach for solving quantum problems and is widely applied in both few-body and many-body systems, making it a core component of computational physics curricula. Guided by a scaffolded teaching philosophy that progresses from fundamental to advanced concepts, this paper systematically outlines the instruction of exact diagonalization in undergraduate computational physics courses—beginning with single-particle systems and gradually advancing to quantum many-body systems. Through a series of carefully designed pedagogical examples, students not only master key procedural steps such as basis selection, symmetry utilization, matrix construction, and diagonalization, but also develop a deeper comprehension of the method's strengths and limitations. This instructional framework effectively bridges the formalism of quantum mechanics with cutting-edge many-body numerical techniques, laying a solid groundwork for students' future exploration of advanced many-body computational methods such as the density matrix renormalization group and tensor networks.
Key Words: exact diagonalization;quantum mechanics;stationary Schr??dinger equation;many-particle system;many-body basis
Foundation: 国家自然科学基金面上项目(12474248);; 中山大学2024年度校级教学质量工程项目(教务[2023]207号)
Authors: WU Hanqing;YAO Daoxin;
References:
- [1]THIJSSEN J M.Computational physics[M].2nd ed.Cambridge:Cambridge University Press,2007.
- [2]PRESS H,TEUKOLSKY S.A,VETTERLING W T,et al.Numerical recipes:The art of scientific computing[M].3rd ed.Cambridge:Cambridge University Press,2007.
- [3]LANCZOS C.An iteration method for the solution of the eigenvalue problem of linear differential and integral operators[J].Journal of Research of the National Bureau of Standards,1950,45(4):255-282.
- [4]SANDVIK W.Computational studies of quantum spin systems[C].AIP Conference Proceedings.Puerto Rico:AIP,2010:135-338.
- [5]WHITE R.Density matrix formulation for quantum renormalization groups[J].Physical Review Letters,1992,69(19):2863-2866.
- [6]ORúS R.Tensor networks for complex quantum systems[J].Nature Reviews Physics,2019,1(9):538-550.
- [7]XIANG T.Density matrix and tensor network renormalization[M].Cambridge:Cambridge University Press,2023.
- [8]冉世举.张量网络[M].北京:首都师范大学出版社,2022.RAN J.Tensor networks[M].Beijing:Capital Normal University Press,2022.(in Chinese)
- [9]蔡子.机器学习方法在量子多体物理中的应用[J].物理,2017,46(9):590-596.CAI Z.Application of machine learning methods in quantum many-body physics[J].Physics (Beijing),2017,46(9):590-596.(in Chinese)
- exact diagonalization
- quantum mechanics
- stationary Schr??dinger equation
- many-particle system
- many-body basis