Copertina

Autoencoder-based Dimensionality Reduction for Accelerating the Solution of Nonlinear Time-Dependent PDEs: Transport in Porous Media with Reactions

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Behnoudfar, Diba
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computational Physics
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Uncertainty quantification of reacting fluids interacting with porous media using a hybrid physics-based and data-driven approach
di: Behnoudfar, Diba, et al.
Pubblicazione: (2025)

A single-domain approach for modeling flow in and around porous media applied to buoyant reacting plume formation and ignition
di: Behnoudfar, Diba, et al.
Pubblicazione: (2024)

Discrete Solution Operator Learning for Geometry-Dependent PDEs
di: Bai, Jinshuai, et al.
Pubblicazione: (2026)

Graph Convolutional Networks for Simulating Multi-phase Flow and Transport in Porous Media
di: Jiang, Jiamin, et al.
Pubblicazione: (2023)

Ultra-Fast 3D Porous Media Generation: a GPU- Accelerated List-Indexed Explicit Time-Stepping QSGS Algorithm
di: Wang, Ruofan, et al.
Pubblicazione: (2026)

A Numerical Solution of the Time-Dependent Neutron Transport Equation Using the Characteristic Method. Applications to ICF and to Hybrid Fission-Fusion Systems
di: Barroso, Dalton Ellery Girao
Pubblicazione: (2017)

Quantum Homotopy Algorithm for Solving Nonlinear PDEs and Flow Problems
di: Bharadwaj, Sachin S., et al.
Pubblicazione: (2025)

RL-DAUNCE: Reinforcement Learning-Driven Data Assimilation with Uncertainty-Aware Constrained Ensembles
di: Behnoudfar, Pouria, et al.
Pubblicazione: (2025)

Solution of the Probabilistic Lambert Problem: Connections with Optimal Mass Transport, Schrödinger Bridge and Reaction-Diffusion PDEs
di: Teter, Alexis M. H., et al.
Pubblicazione: (2024)

On Quantum BSDE Solver for High-Dimensional Parabolic PDEs
di: Su, Howard, et al.
Pubblicazione: (2025)

One-Cell Inversion for Solving Higher-Order Time-Dependent Radiation Transport on GPUs
di: Morgan, Joanna Piper, et al.
Pubblicazione: (2025)

Quantum-Assisted Learning of Time-Dependent Parabolic PDEs
di: Dehaghani, Nahid Binandeh, et al.
Pubblicazione: (2025)

Infinite Series Solution of the Time-Dependent Radiative Transfer Equation in Anisotropically Scattering Media
di: Allakhverdian, Vladimir, et al.
Pubblicazione: (2024)

Exact Analytical Solution of the One-Dimensional Time-Dependent Radiative Transfer Equation with Linear Scattering
di: Allaxwerdian, Vladimir, et al.
Pubblicazione: (2024)

Hybrid Weight Window Method for Global Time-Dependent Monte Carlo Particle Transport Calculations
di: Shaw, Caleb A., et al.
Pubblicazione: (2025)

Physics-based Machine Learning Discovered Nano-circuitry for Nonlinear Ion Transport in Nanoporous Electrodes
di: Zhan, Hualin, et al.
Pubblicazione: (2020)

An Omni-Temporal Theory for Hydrodynamic Dispersion and Reaction in Porous Media
di: Hamid, Md Abdul, et al.
Pubblicazione: (2025)

A Multigrid Graph U-Net Framework for Simulating Multiphase Flow in Heterogeneous Porous Media
di: Jiang, Jiamin, et al.
Pubblicazione: (2024)

The Method of Simultaneous Solutions Applied to Neutron Transport and Heat Conduction
di: Price, Dean, et al.
Pubblicazione: (2026)

Transit-Length Distribution for Particle Transport in Binary Markovian Mixed Media
di: Kiedrowski, Brian C., et al.
Pubblicazione: (2024)

Accelerated Integration of Stiff Reactive Systems Using Gradient-Informed Autoencoder and Neural Ordinary Differential Equation
di: Baykan, Mert Yakup, et al.
Pubblicazione: (2025)

Computing Nonequilibrium Transport from Short-Time Transients: From Lorentz Gas to Heat Conduction in One Dimensional Chains
di: Carbone, Davide, et al.
Pubblicazione: (2026)

Interplay of Variance Reduction and Population Control in Monte Carlo Neutron Transport
di: Northrop, Jordan, et al.
Pubblicazione: (2025)

Adaptive Real-Time Multi-Loss Function Optimization Using Dynamic Memory Fusion Framework: A Case Study on Breast Cancer Segmentation
di: Golnari, Amin, et al.
Pubblicazione: (2024)

Vorticity Packing Effects on Long Time Turbulent Transport in Decaying Two-Dimensional Incompressible Navier-Stokes Fluids
di: Maiti, Snehanshu, et al.
Pubblicazione: (2025)

Collision-Based Hybrid Method for Two-Dimensional Neutron Transport Problems
di: Whewell, Ben, et al.
Pubblicazione: (2025)

Well-Posedness and Approximation of Weak Solutions to Time Dependent Maxwell's Equations with $L^2$-Data
di: Antil, Harbir
Pubblicazione: (2025)

Topological Autoencoders++: Fast and Accurate Cycle-Aware Dimensionality Reduction
di: Clémot, Mattéo, et al.
Pubblicazione: (2025)

Tractable $\textit{a}$ $\textit{priori}$ Dimensionality Reduction for Quantum Dynamics
di: Cook, Patrick
Pubblicazione: (2024)

Neural Networks for Predicting Permeability Tensors of 2D Porous Media: Comparison of Convolution- and Transformer-based Architectures
di: Vargdal, Sigurd, et al.
Pubblicazione: (2025)

Spacetime Wavelet Method for the Solution of Nonlinear Partial Differential Equations
di: Cochran, Cody D., et al.
Pubblicazione: (2025)

Models of Flow through Porous Media of Polar Fluids with Pressure-Dependent Viscosity
di: Hamdan, M. H., et al.
Pubblicazione: (2025)

Homogenized Lattice Boltzmann Model for Simulating Multi-Phase Flows in Heterogeneous Porous Media
di: Lautenschlaeger, Martin P., et al.
Pubblicazione: (2022)

A Finite-Time Quantum Otto Engine subject to Control Noise and Enhancement Techniques
di: McKeever, Theodore, et al.
Pubblicazione: (2024)

Quantum-Accelerated Solution of Nonlinear Equations from Variational Principles
di: Endo, Katsuhiro, et al.
Pubblicazione: (2025)

Domain Overlapping Algorithm with Nonlinear Mapping for Collocation-Based Solutions of Eigenvalue Problems
di: Yang, Jinwei, et al.
Pubblicazione: (2025)

Analytical and Neural Network Approaches for Solving Two-Dimensional Nonlinear Transient Heat Conduction
di: Tao, Ze, et al.
Pubblicazione: (2025)

Adaptive Nonlinear Elimination Preconditioning for Transport in Fractured Porous Media
di: Chaabi, Omar, et al.
Pubblicazione: (2025)

JAX-BTE: A GPU-Accelerated Differentiable Solver for Phonon Boltzmann Transport Equations
di: Shang, Wenjie, et al.
Pubblicazione: (2025)

Tailored Three Dimensional Betatron Dynamics in UltraStable Hybrid Laser Plasma RF Accelerators
di: Choobini, A. A. Molavi, et al.
Pubblicazione: (2025)