2 papers
physics.plasm-ph2024
Machine Learning Applications to Computational Plasma Physics and Reduced-Order Plasma Modeling: A Perspective
Farbod Faraji, Maryam Reza
Machine learning (ML) provides a broad spectrum of tools and architectures that enable the transformation of data from simulations and experiments into useful and explainable scien…
physics.plasm-ph2022
Verification of the generalized reduced-order particle-in-cell scheme in a radial-azimuthal ExB plasma configuration
Farbod Faraji, Maryam Reza, Aaron Knoll
In this article, we present an in-depth verification of the generalized electrostatic reduced-order particle-in-cell (PIC) scheme in a cross electric and magnetic field configurati…