Simone Venturi

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20212025

most citedAdaptive physics-informed neural operator for coarse-grained non-equilibrium flows

27 citations · 27 across the 3 of their papers we have counts for

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2 papers · 1 filter

physics.chem-ph2022

Rovibrational Internal Energy Transfer and Dissociation of High-Temperature Oxygen Mixture

Sung Min Jo, Simone Venturi, Jae Gang Kim +1

This work constructs a rovibrational state-to-state model for the $O_{2}$ + $O_{2}$ system leveraging high-fidelity potential energy surfaces and quasi-classical trajectory…

physics.comp-ph2022★ 27 cited

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

Ivan Zanardi, Simone Venturi, Marco Panesi

This work proposes a new machine learning (ML)-based paradigm aiming to enhance the computational efficiency of non-equilibrium reacting flow simulations while ensuring compliance…