Ivan Zanardi

According to our database, Ivan Zanardi authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MENO: Hybrid Matrix Exponential-based Neural Operator for Stiff ODEs. Application to Thermochemical Kinetics.

Ivan Zanardi, Simone Venturi, Marco Panesi

CoRR, July, 2025

Defining Foundation Models for Computational Science: A Call for Clarity and Rigor.

Youngsoo Choi, Siu Wun Cheung, Youngkyu Kim, Ping-Hsuan Tsai, Alejandro N. Diaz, Ivan Zanardi, Seung Whan Chung, Dylan Matthew Copeland, Coleman Kendrick, William Anderson, Traian Iliescu, Matthias Heinkenschloss

CoRR, May, 2025

Petrov-Galerkin model reduction for thermochemical nonequilibrium gas mixtures.

Ivan Zanardi, Alberto Padovan, Daniel J. Bodony, Marco Panesi

J. Comput. Phys., 2025

2024

Information theoretic clustering for coarse-grained modeling of non-equilibrium gas dynamics.

Christian Jacobsen, Ivan Zanardi, Sahil Bhola, Karthik Duraisamy, Marco Panesi

J. Comput. Phys., 2024

Scalable nonlinear manifold reduced order model for dynamical systems.

Ivan Zanardi, Alejandro N. Diaz, Seung Whan Chung, Marco Panesi, Youngsoo Choi

CoRR, 2024

2022

Adaptive Physics-Informed Neural Operator for Coarse-Grained Non-Equilibrium Flows.

Ivan Zanardi, Simone Venturi, Marco Panesi

CoRR, 2022