Training for Transport and Localization in Quantum System
Mesoscale and Nanoscale Physics
2026-01-01 v1
Abstract
Through periodic Training we can gradually buildup a reproducible responses in a disordered system where plasticity dominates over elasticity as is known in classical amorphous materials and soft matter 1, 6. Here we show that a similar concept can be extended to disordered quantum systems. Periodic electrical or mechanical driving of a disordered quantum-dot network can sculpt the effective Hamiltonian, producing either a low-energy transport valley that enhances exciton conduction, or a localized regime with many body memory like behavior. Our results establish training as a new paradigm for creating functional order in disordered quantum matter.
Cite
@article{arxiv.2512.24797,
title = {Training for Transport and Localization in Quantum System},
author = {Madhuri Mukhopadhyay},
journal= {arXiv preprint arXiv:2512.24797},
year = {2026}
}