[HTML][HTML] Porous-DeepONet: Learning the Solution Operators of Parametric Reactive Transport Equations in Porous Media
P Huang, Y Leng, C Lian, H Liu - Engineering, 2024 - Elsevier
Reactive transport equations in porous media are critical in various scientific and
engineering disciplines, but solving these equations can be computationally expensive …
engineering disciplines, but solving these equations can be computationally expensive …
Petrov-Galerkin model reduction for thermochemical nonequilibrium gas mixtures
State-specific thermochemical collisional models are crucial to accurately describe the
physics of systems involving nonequilibrium plasmas, but they are also computationally …
physics of systems involving nonequilibrium plasmas, but they are also computationally …
Gaussian Process Regression for State-to-State Integral Cross Sections: The Case of the O + O2 Collision Dissociation Reactions
J Yang, J Li, J Li, J Li - The Journal of Physical Chemistry A, 2024 - ACS Publications
Research on hypersonic vehicles has become increasingly important worldwide in recent
years. However, accurately simulating the dynamics of the nonequilibrium high-temperature …
years. However, accurately simulating the dynamics of the nonequilibrium high-temperature …
Machine-learning models for atom-diatom reactions across isotopologues
D Julian, R Koots, J Pérez-Ríos - Physical Review A, 2024 - APS
This work shows that feed-forward neural networks can predict the final rovibrational state
distributions of inelastic and reactive processes of the reaction of Ca+ H 2→ CaH+ H in the …
distributions of inelastic and reactive processes of the reaction of Ca+ H 2→ CaH+ H in the …
Advances in the Dynamics of Adsorbate Diffusion on Metal Surfaces: Focus on Hydrogen and Oxygen
K Gu, S Lin - ChemPhysChem, 2024 - Wiley Online Library
Adsorbates on metal surfaces are typically formed from the dissociative chemisorption of
molecules occurring at gas‐solid interfaces. These adsorbed species exhibit unique …
molecules occurring at gas‐solid interfaces. These adsorbed species exhibit unique …
Petrov-Galerkin Model Reduction for Thermochemical Nonequilibrium Gas Mixtures: Application to the N2+N System
State-specific thermochemical collisional models are essential for accurately describing the
physics of systems with nonequilibrium plasmas. However, these models are …
physics of systems with nonequilibrium plasmas. However, these models are …