Laser-induced non-equilibrium plasma kernel dynamics

A Alberti, A Munafò, M Koll, M Nishihara… - Journal of Physics D …, 2019 - iopscience.iop.org
A non-equilibrium model for laser generated plasmas is validated and used to investigate
plasma kernel dynamics. Breakdowns in quiescent air at different ambient conditions (eg …

Rovibrational-Specific QCT and Master Equation Study on N2(X1Σg+) + O(3P) and NO(X2Π) + N(4S) Systems in High-Energy Collisions

SM Jo, S Venturi, MP Sharma, A Munafò… - The Journal of …, 2022 - ACS Publications
This work presents a detailed investigation of the energy-transfer and dissociation
mechanisms in N2 (X1Σg+)+ O (3P) and NO (X2Π)+ N (4S) systems using rovibrational …

Data-Inspired and Physics-Driven Model Reduction for Dissociation: Application to the O2 + O System

S Venturi, MP Sharma, B Lopez… - The Journal of Physical …, 2020 - ACS Publications
This work presents an in-depth discussion on the nonequilibrium dissociation of O2
molecules colliding with O atoms, combining quasi-classical trajectory calculations, master …

Bayesian machine learning approach to the quantification of uncertainties on ab initio potential energy surfaces

S Venturi, RL Jaffe, M Panesi - The Journal of Physical Chemistry …, 2020 - ACS Publications
This work introduces a novel methodology for the quantification of uncertainties associated
with potential energy surfaces (PESs) computed from first-principles quantum mechanical …

Plato: a high-fidelity tool for multi-component plasmas

A Munafò, M Panesi - AIAA Aviation 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-3490. vid This work presents plato
(PLAsmas in Thermodynamic nOn-equilibrium), a high-fidelity library for the …

Adaptive physics-informed neural operator for coarse-grained non-equilibrium flows

I Zanardi, S Venturi, M Panesi - Scientific reports, 2023 - nature.com
This work proposes a new machine learning (ML)-based paradigm aiming to enhance the
computational efficiency of non-equilibrium reacting flow simulations while ensuring …

Electronic-state-resolved non-equilibrium analysis of ICP discharges

S Kumar, A Munafò, SM Jo, M Panesi - AIP Conference Proceedings, 2024 - pubs.aip.org
The present work focuses on the study of non-equilibrium effects in radio frequency
inductively coupled plasmas (ICP) using state-of-the-art electronic State-to-State (StS) …

Computational study of laser-induced modes of ignition in a coflow combustor

D Passiatore, JM Wang, D Rossinelli… - Flow, Turbulence and …, 2024 - Springer
This study investigates laser-induced ignition in a model-rocket combustor through
computational simulations. The primary focus is on characterizing successful and …

Self-consistent magneto-hydrodynamic modeling of ICP discharges

S Kumar, A Munafò, V Le Maout, N Mansour… - AIAA Scitech 2022 …, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-1619. vid The present work
focuses on the study of magneto-hydrodynamic phenomena in inductively coupled plasma …

A Multi-Physics Modeling Framework for Inductively Coupled Plasma Wind Tunnels

A Munafò, R Chiodi, S Kumar, V Le Maout… - AIAA SCITECH 2022 …, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-1011. vid This work discusses the
development of a multi-physics modeling framework for Inductively Coupled Plasma (ICP) …