Real-Time Out-of-Equilibrium Quantum Dynamics in Disordered Materials
Luis M. Canonico, Stephan Roche, Aron W. Cummings

TL;DR
This paper introduces a linear-scaling numerical method based on Chebyshev expansion to study nonequilibrium electron dynamics in disordered materials, enabling analysis of large systems and complex phenomena.
Contribution
The paper presents a novel, scalable computational approach for simulating out-of-equilibrium quantum dynamics in disordered systems of arbitrary size and complexity.
Findings
Disorder can enhance optical absorption in graphene.
Interplay of light, anisotropy, and disorder can be useful for sensing.
Method validated on saturable optical absorption in graphene.
Abstract
We report a linear-scaling numerical method for exploring nonequilibrium electron dynamics in systems of arbitrary complexity. Based on the Chebyshev expansion of the time evolution of the single-particle density matrix, the method gives access to nonperturbative excitation and relaxation phenomena in models of disordered materials with sizes on the experimental scale. After validating the method by applying it to saturable optical absorption in clean graphene, we uncover that disorder can enhance absorption in graphene and that the interplay between light, anisotropy, and disorder in nanoporous graphene might be appealing for sensing applications. Beyond the optical properties of graphene-like materials, the method can be applied to a wide range of large-area materials and systems with arbitrary descriptions of defects and disorder.
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.
