activity
20162026
most cited2022 Review of Data-Driven Plasma Science

85 citations · 291 across the 12 of their papers we have counts for

collaborators

13 papers

physics.plasm-ph2026

Prediction of Re-Ignition Times in Dielectric Barrier Discharges

Cristian Flores, Hans Höft, Tomáš Hoder +3

Discharge ignition events in dielectric barrier discharges (DBDs) self-organise into spatio-temporal patterns with varying degrees of order. The complex dynamics of a DBD and intri…

physics.plasm-ph2026

A physics-informed neural network approach to solve the spatially inhomogeneous electron Boltzmann equation

Ihda Chaerony Siffa, Detlef Loffhagen, Markus M. Becker +1

The accurate determination of electron properties is fundamental to low-temperature plasma simulations, necessitating precise solutions to the spatially inhomogeneous electron Bolt…

physics.plasm-ph2025

MCPlas, a MATLAB toolbox for reproducible plasma modelling with COMSOL

Marjan N. Stankov, Daan Boer, Wouter Graef +6

The MCPlas toolbox represents a collection of MATLAB functions for the automated generation of an equation-based fluid-Poisson model for non-thermal plasmas in the multiphysics sim…

physics.plasm-ph2024

Nanosecond pulsed barrier discharge in argon for various frequencies and theoretical analysis of 2p states density ratios for E/N determination

Lukáš Kusýn, Aleksandar P. Jovanović, Detlef Loffhagen +2

Nanosecond pulsed barrier discharges in atmospheric pressure argon are simulated using spatially one- and two-dimensional fluid-Poisson models using the reaction kinetics model pre…

physics.plasm-ph2024

Barrier discharges in CO -- optical emission spectra analysis and E/N determination from intensity ratio

Tomáš Hoder, David Prokop, Corentin Bajon +3

We study barrier discharges in CO using optical emission spectroscopy and electrical measurements. We record the spectra of weak CO barrier discharge emission in UV-VIS-NIR…

physics.comp-ph2023★ 4 cited

Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma Simulations in Complex Geometries

Ihda Chaerony Siffa, Markus M. Becker, Klaus-Dieter Weltmann +1

Poisson's equation plays an important role in modeling many physical systems. In electrostatic self-consistent low-temperature plasma (LTP) simulations, Poisson's equation is solve…