Imagen de Portada

Stochastic Operator Learning for Chemistry in Non-Equilibrium Flows

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Kuppa, Mridula, Ghanem, Roger, Panesi, Marco
Formato:	Preprint
Publicado:	2024
Materias:	Computational Physics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Model Error Embedding with Orthogonal Gaussian Processes
por: Kuppa, Mridula, et al.
Publicado: (2026)

Multi-Group Maximum Entropy Method: Modeling Translational Non-Equilibrium
por: Chang, Anthony, et al.
Publicado: (2024)

MENO: Hybrid Matrix Exponential-based Neural Operator for Stiff ODEs. Application to Thermochemical Kinetics
por: Zanardi, Ivan, et al.
Publicado: (2025)

Non-Deterministic Extension of Plasma Wind Tunnel Data Calibrated Model Predictions to Flight Conditions
por: Rostkowski, Przemyslaw, et al.
Publicado: (2024)

Petrov-Galerkin model reduction for thermochemical nonequilibrium gas mixtures
por: Zanardi, Ivan, et al.
Publicado: (2024)

Petrov-Galerkin model reduction for collisional-radiative argon plasma
por: Zanardi, Ivan, et al.
Publicado: (2025)

Adaptive Transition State Refinement with Learned Equilibrium Flows
por: Darouich, Samir, et al.
Publicado: (2025)

Numerical Investigation of Radiative Transfers Interactions with Material Ablative Response for Hypersonic Atmospheric Entry
por: Maout, Vincent Le, et al.
Publicado: (2024)

Equilibrium Conserving Neural Operators for Super-Resolution Learning
por: Oommen, Vivek, et al.
Publicado: (2025)

Integration of local and global surrogates for failure probability estimation
por: Gaymann, Audrey, et al.
Publicado: (2026)

Scalable nonlinear manifold reduced order model for dynamical systems
por: Zanardi, Ivan, et al.
Publicado: (2024)

Simulation of Stochastic Non-Equilibrium Thermal Effects of Particle Inclusions within Fluid Interfaces and Membranes
por: Jasuja, Dev, et al.
Publicado: (2024)

Master equation study of three-body recombination of nitrogen and oxygen in non-equilibrium hypersonic flows
por: Notey, Aakanksha, et al.
Publicado: (2025)

Neural Operator Modeling of Platelet Geometry and Stress in Shear Flow
por: Laudato, Marco, et al.
Publicado: (2025)

Operator Learning Renormalization Group
por: Luo, Xiu-Zhe, et al.
Publicado: (2024)

Data-Driven Forecasting of Non-Equilibrium Solid-State Dynamics
por: Meinecke, Stefan, et al.
Publicado: (2024)

Critical Behavior Analysis of Pure Dipolar Triangular Lattice via Equilibrium and Non-Equilibrium Monte Carlo Simulations
por: Ismailzadeh, S., et al.
Publicado: (2025)

Multi-physics modeling of non-equilibrium phenomena in inductively coupled plasma discharges: Part II. Multi-temperature approach
por: Kumar, Sanjeev, et al.
Publicado: (2023)

Impact of non-equilibrium radiation in a high-enthalpy inductively coupled plasma wind tunnel
por: Kumar, Sanjeev, et al.
Publicado: (2026)

Multi-physics modeling of non-equilibrium phenomena in inductively coupled plasma discharges: Part I. A state-to-state approach
por: Kumar, Sanjeev, et al.
Publicado: (2023)

Thermodynamic Networks: Harnessing Non-Equilibrium Steady States for Computation
por: Lipka-Bartosik, Patryk, et al.
Publicado: (2026)

Understanding Textual Emotion Through Emoji Prediction
por: Gordon, Ethan, et al.
Publicado: (2025)

Numerical analysis of three-dimensional magnetohydrodynamic effects in an inductively coupled plasma wind tunnel
por: Kumar, Sanjeev, et al.
Publicado: (2025)

Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields
por: Liao, Yi-Lun, et al.
Publicado: (2024)

GeoFunFlow: Geometric Function Flow Matching for Inverse Operator Learning over Complex Geometries
por: Wang, Sifan, et al.
Publicado: (2025)

ELEQTRONeX: A GPU-Accelerated Exascale Framework for Non-Equilibrium Quantum Transport in Nanomaterials
por: Sawant, Saurabh, et al.
Publicado: (2024)

QDK/Chemistry: A Modular Toolkit for Quantum Chemistry Applications
por: Baker, Nathan A., et al.
Publicado: (2026)

Equilibrium Propagation for Non-Conservative Systems
por: Scurria, Antonino Emanuele, et al.
Publicado: (2026)

Neural Chaos: A Spectral Stochastic Neural Operator
por: Bahmani, Bahador, et al.
Publicado: (2025)

Machine Learning for Polaritonic Chemistry: Accessing chemical kinetics
por: Schäfer, Christian, et al.
Publicado: (2023)

Non-Equilibrium Phase Changes in Aircraft Exhaust: A Computational Study on Early Contrail Formation
por: Tegethoff, Katharina, et al.
Publicado: (2025)

A Machine Learning Model for the Chemistry of a Solvated Electron
por: Gao, Ruiqi, et al.
Publicado: (2025)

Equilibrium Model with Anisotropy for Model-Based Reconstruction in Magnetic Particle Imaging
por: Maass, Marco, et al.
Publicado: (2024)

Equilibrium Biphasicity and Non-Binary Pathwise Confinement in Stochastic Ising Models
por: Attali, Jean-Gabriel
Publicado: (2026)

No-Regret Learning and Equilibrium Computation in Quantum Games
por: Lin, Wayne, et al.
Publicado: (2023)

Generative Super-Resolution of Turbulent Flows via Stochastic Interpolants
por: Schiødt, Martin, et al.
Publicado: (2025)

equilibrium-c: A Lightweight Modern Equilibrium Chemistry Calculator for Hypersonic Flow Applications
por: Gibbons, Nicholas N.
Publicado: (2024)

MARUT: An Exascale-Ready, GPU-Accelerated High-Order CFD Framework with AMR for High-Speed Flows and Finite-Rate Chemistry
por: Mondal, Trishit, et al.
Publicado: (2026)

Learning Non-Ideal Vortex Flows Using the Differentiable Vortex Particle Method
por: Ji, Ziqi, et al.
Publicado: (2025)

CHEMSMART: Chemistry Simulation and Modeling Automation Toolkit for High-Efficiency Computational Chemistry Workflows
por: Zhang, Xinglong, et al.
Publicado: (2025)