Interacting electrons in a magnetic field: mapping quantum mechanics to a classical ersatz-system
Tobias Kramer

TL;DR
This paper explores how quantum many-electron problems in magnetic fields can be mapped onto classical systems, enabling more efficient simulations and offering insights into quantum-classical transitions.
Contribution
It introduces a novel mapping technique that translates quantum electron interactions in magnetic fields into classical dynamics for improved computational efficiency.
Findings
Mapping reduces computational complexity for many-body systems.
Provides a framework for simulating quantum phenomena classically.
Enhances understanding of quantum-to-classical transition in electronic systems.
Abstract
Solving the quantum-mechanical many-body problem requires scalable computational approaches, which are rooted in a good understanding of the physics of correlated electronic systems. Interacting electrons in a magnetic field display a huge variety of eigenstates with different internal structures, which have been probed experimentally in the Hall effect. The advent of high-performing graphics processing units has lead to a boost in computational speed in particular for classical systems. In the absence of a quantum-computer, it is thus of importance to see how quantum-mechanical problems can be cast into a seemingly classical dynamics, which can be efficiently implemented. At the same time, such mappings provide insights into the quantum-to-classical transition of many-body systems.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
