Marco Panesi

15 papers Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Integration of local and global surrogates for failure probability estimation.
CoRR
Audrey Gaymann, Juan M. Cardenas, Sung Min Jo, Marco Panesi, Alireza Doostan
2026 J jnl
Model Error Embedding with Orthogonal Gaussian Processes.
CoRR
Mridula Kuppa, Khachik Sargsyan, Marco Panesi, Habib N. Najm
2025 J jnl
MENO: Hybrid Matrix Exponential-based Neural Operator for Stiff ODEs. Application to Thermochemical Kinetics.
CoRR
Ivan Zanardi, Simone Venturi, Marco Panesi
2025 J jnl
Multi-group maximum entropy method: Modeling translational non-equilibrium.
J. Comput. Phys.
Anthony Chang, Narendra Singh, Marco Panesi
2025 J jnl
Petrov-Galerkin model reduction for thermochemical nonequilibrium gas mixtures.
J. Comput. Phys.
Ivan Zanardi, Alberto Padovan, Daniel J. Bodony, Marco Panesi
2025 J jnl
Physics-Based Machine Learning Closures and Wall Models for Hypersonic Transition-Continuum Boundary Layer Predictions.
CoRR
Ashish S. Nair, Narendra Singh, Marco Panesi, Justin A. Sirignano, Jonathan F. MacArt
2025 J jnl
Stochastic operator learning for chemistry in non-equilibrium flows.
J. Comput. Phys.
Mridula Kuppa, Roger G. Ghanem, Marco Panesi
2024 J jnl
Information theoretic clustering for coarse-grained modeling of non-equilibrium gas dynamics.
J. Comput. Phys.
Christian Jacobsen, Ivan Zanardi, Sahil Bhola, Karthik Duraisamy, Marco Panesi
2024 J jnl
Scalable nonlinear manifold reduced order model for dynamical systems.
CoRR
Ivan Zanardi, Alejandro N. Diaz, Seung Whan Chung, Marco Panesi, Youngsoo Choi
2022 J jnl
Adaptive Physics-Informed Neural Operator for Coarse-Grained Non-Equilibrium Flows.
CoRR
Ivan Zanardi, Simone Venturi, Marco Panesi
2020 J jnl
A computational model for nanosecond pulse laser-plasma interactions.
J. Comput. Phys.
Alessandro Munafò, Andrea Alberti, Carlos Pantano, Jonathan B. Freund, Marco Panesi
2015 J jnl
Systematic validation of non-equilibrium thermochemical models using Bayesian inference.
J. Comput. Phys.
Kenji Miki, Marco Panesi, Serge Prudhomme
2014 J jnl
Computational challenges for simulations related to the NASA electric arc shock tube (EAST) experiments.
J. Comput. Phys.
Dmitry V. Kotov, H. C. Yee, Marco Panesi, Dinesh K. Prabhu, Alan A. Wray
2012 J jnl
Corrigendum to "Probabilistic models and uncertainty quantification for the ionization reaction rate of atomic Nitrogen" [JCOMP 231(9) (2012) 3871-3886].
J. Comput. Phys.
Kenji Miki, Marco Panesi, Ernesto E. Prudencio, Serge Prudhomme
2012 J jnl
Probabilistic models and uncertainty quantification for the ionization reaction rate of atomic Nitrogen.
J. Comput. Phys.
Kenji Miki, Marco Panesi, Ernesto E. Prudencio, Serge Prudhomme