2 papers
cs.CE2023
Fully Convolutional Generative Machine Learning Method for Accelerating Non-Equilibrium Greens Function Simulations
Preslav Aleksandrov, Ali Rezaei, Nikolas Xeni +3
This work describes a novel simulation approach that combines machine learning and device modelling simulations. The device simulations are based on the quantum mechanical non-equi…
cs.CE2023
Improved convergence of forward and inverse finite element models
Preslav Aleksandrov
Forward and inverse models are used throughout different engineering fields to predict and understand the behaviour of systems and to find parameters from a set of observations. Th…