Physics-informed reduced-order learning from the first principles for simulation of quantum nanostructures

Abstract Multi-dimensional direct numerical simulation (DNS) of the Schrödinger equation is needed for design and analysis of quantum nanostructures that offer numerous applications in biology, medicine, materials, electronic/photonic devices, etc. In large-scale nanostructures, extensive computatio...

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Bibliographic Details
Main Authors: Martin Veresko, Ming-Cheng Cheng
Format: Article
Language:English
Published: Nature Portfolio 2023-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-33330-9