activity
20212026
most citedDeep Learning Enhanced Dynamic Mode Decomposition

47 citations · 75 across the 11 of their papers we have counts for

collaborators

12 papers

physics.plasm-ph2026

Analytic non-axisymmetric 3D MHD equilibria without stellarator symmetry

Opal Issan, Jonathan Citrin, Matt Landreman +1

Analytical solutions to the three-dimensional ideal magnetohydrodynamic equilibrium equations and pro…

physics.plasm-ph2026

Secondary drift-driven instabilities in the presence of a parallel-propagating electromagnetic ion cyclotron wave and cold multi-component ions

Opal Issan, Patrick Kilian, Vadim Roytershteyn +2

Electromagnetic ion cyclotron (EMIC) waves are commonly observed in Earth's inner magnetosphere, particularly during geomagnetic storms driven by anisotropic ring-current protons.…

physics.plasm-ph2026

Mixed Hermite-Legendre spectral method for kinetic plasma simulations

Opal Issan, Gian Luca Delzanno, Vadim Roytershteyn

Kinetic collisionless plasma equations are commonly solved via spectral methods in velocity space. The most commonly used spectral method is based on Hermite polynomials with a Max…

physics.plasm-ph2025

Understanding cold electron impact on parallel-propagating whistler chorus waves via moment-based quasilinear theory

Opal Issan, Vadim Roytershteyn, Gian Luca Delzanno +1

Earth's magnetosphere hosts a wide range of collisionless particle populations that interact through various wave-particle processes. Among these, cold electrons, with energies bel…

physics.plasm-ph2025

Conservative projection-based data-driven model order reduction of a fluid-kinetic spectral solver

Opal Issan, Oleksandr Koshkarov, Federico D. Halpern +2

Kinetic simulations are computationally intensive due to six-dimensional phase space discretization. Many kinetic spectral solvers use the asymmetrically weighted Hermite expansion…

physics.plasm-ph2024★ 1 cited

Effects of Artificial Collisions, Filtering, and Nonlocal Closure Approaches on Hermite-based Vlasov-Poisson Simulations

Opal Issan, Oleksandr Chapurin, Oleksandr Koshkarov +1

Kinetic simulations of collisionless plasmas are computationally challenging due to phase space mixing and filamentation, resulting in fine-scale velocity structures. This study co…

physics.comp-ph2024

Conservative Closures of the Vlasov-Poisson Equations Based on Symmetrically Weighted Hermite Spectral Expansion

Opal Issan, Oleksandr Koshkarov, Federico D. Halpern +2

We derive conservative closures of the Vlasov-Poisson equations discretized in velocity via the symmetrically weighted Hermite spectral expansion. The short note analyzes the conse…

math.NA2023

Anti-symmetric and Positivity Preserving Formulation of a Spectral Method for Vlasov-Poisson Equations

Opal Issan, Oleksandr Koshkarov, Federico D. Halpern +2

We analyze the anti-symmetric properties of a spectral discretization for the one-dimensional Vlasov-Poisson equations. The discretization is based on a spectral expansion in veloc…

physics.space-ph2023

Bayesian Inference and Global Sensitivity Analysis for Ambient Solar Wind Prediction

Opal Issan, Pete Riley, Enrico Camporeale +1

The ambient solar wind plays a significant role in propagating interplanetary coronal mass ejections and is an important driver of space weather geomagnetic storms. A computational…

cs.SC2023★ 2 cited

Exact and optimal quadratization of nonlinear finite-dimensional non-autonomous dynamical systems

Andrey Bychkov, Opal Issan, Gleb Pogudin +1

Quadratization of polynomial and nonpolynomial systems of ordinary differential equations is advantageous in a variety of disciplines, such as systems theory, fluid mechanics, chem…

physics.comp-ph2022★ 25 cited

Predicting Solar Wind Streams from the Inner-Heliosphere to Earth via Shifted Operator Inference

Opal Issan, Boris Kramer

Solar wind conditions are predominantly predicted via three-dimensional numerical magnetohydrodynamic (MHD) models. Despite their ability to produce highly accurate predictions, MH…

cs.LG2021★ 47 cited

Deep Learning Enhanced Dynamic Mode Decomposition

Daniel J. Alford-Lago, Christopher W. Curtis, Alexander T. Ihler +1

Koopman operator theory shows how nonlinear dynamical systems can be represented as an infinite-dimensional, linear operator acting on a Hilbert space of observables of the system.…