68 citations · 168 across the 8 of their papers we have counts for
8 papers
Physics-informed Reduced-Order Learning from the First Principles for Simulation of Quantum Nanostructures
Martin Veresko, Ming-Cheng Cheng
Multi-dimensional direct numerical simulation (DNS) of the Schrödinger equation is needed for design and analysis of quantum nanostructures that offer numerous applications in biol…
A Methodology for Thermal Simulation of Interconnects Enabled by Model Reduction with Material Property Variation
Wangkun Jia, Ming-C. Cheng
A thermal simulation methodology is developed for interconnects enabled by a data-driven learning algorithm accounting for variations of material properties, heat sources and bound…
Quantum Element Method for Simulation of Quantum Eigenvalue Problems
Ming-C. Cheng
A previously developed quantum reduced-order model is revised and applied, together with the domain decomposition, to develop the quantum element method (QEM), a methodology for fa…
Spin dynamics in a compound semiconductor spintronic structure with a Schottky barrier
Semion Saikin, Min Shen, Ming-Cheng Cheng
We demonstrate theoretically that spin dynamics of electrons injected into a GaAs semiconductor structure through a Schottky barrier possesses strong non-equilibrium features. Elec…
Monte Carlo modeling of spin injection through a Schottky barrier and spin transport in a semiconductor quantum well
Min Shen, Semion Saikin, Ming-C. Cheng
We develop a Monte Carlo model to study injection of spin-polarized electrons through a Schottky barrier from a ferromagnetic metal contact into a non-magnetic low-dimensional semi…
Monte Carlo Modeling of Spin FETs Controlled by Spin-Orbit Interaction
Min Shen, Semion Saikin, Ming-C. Cheng +1
A method for Monte Carlo simulation of 2D spin-polarized electron transport in III-V semiconductor heterojunction FETs is presented. In the simulation, the dynamics of the electron…