Feature-Guided Sampling Strategy for Adaptive Model Order Reduction of Convection-Dominated Problems
Fuente:
arXiv
Saved in:
| Main Authors: | Mohaghegh, Ali, Huang, Cheng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hybrid ROM-PINN Framework for Closure Modeling in Convection-Dominated Systems
by: Kaya, Ferhat, et al.
Published: (2026)
by: Kaya, Ferhat, et al.
Published: (2026)
Fokker-Planck Model Based Central Moment Lattice Boltzmann Method for Effective Simulations of Thermal Convective Flows
by: Schupbach, William, et al.
Published: (2025)
by: Schupbach, William, et al.
Published: (2025)
Lattice Boltzmann Boundary Conditions for Flow, Convection-Diffusion and MHD Simulations
by: Li, Jun, et al.
Published: (2025)
by: Li, Jun, et al.
Published: (2025)
Variational Multiscale Evolve and Filter Strategies for Convection-Dominated Flows
by: Strazzullo, Maria, et al.
Published: (2024)
by: Strazzullo, Maria, et al.
Published: (2024)
Utility of High-Order Scheme for Unsteady Flow Simulations: Comparison with Second-Order Tool
by: Jiang, Peng, et al.
Published: (2024)
by: Jiang, Peng, et al.
Published: (2024)
H3PC: Hypersonic, High-Order, High-Performance Code with Adaptive Mesh Refinement and Real Chemistry
by: Peyvan, Ahmad, et al.
Published: (2025)
by: Peyvan, Ahmad, et al.
Published: (2025)
Optimization of Second-Order Transport Models for Transition-Continuum Flows
by: Kryger, Mikolaj, et al.
Published: (2024)
by: Kryger, Mikolaj, et al.
Published: (2024)
Quantum-Inspired Simulation of 2D Turbulent Rayleigh-Bénard Convection
by: van Hülst, Nis-Luca, et al.
Published: (2026)
by: van Hülst, Nis-Luca, et al.
Published: (2026)
Efficient Reduced Order Modeling Based on HODMD to Predict Intraventricular Flow Dynamics
by: Lazpita, Eneko, et al.
Published: (2025)
by: Lazpita, Eneko, et al.
Published: (2025)
On-the-fly Reduced-Order Modeling of the Filter Density Function with Time-Dependent Subspaces
by: Aitzhan, Aidyn, et al.
Published: (2025)
by: Aitzhan, Aidyn, et al.
Published: (2025)
A Differentiable Programming Framework for Accurate and Stable Reduced-Order Modeling of Chaotic Flows
by: Kumar, Anant, et al.
Published: (2026)
by: Kumar, Anant, et al.
Published: (2026)
Modeling Noise in Quantum Computing of Scalar Convection
by: Yang, Jiahua, et al.
Published: (2025)
by: Yang, Jiahua, et al.
Published: (2025)
Mixed Convection Heat Transfer and Flow of Al2O3-Water Nanofluid in a Square Enclosure with Heated Obstacles and Varied Boundary Conditions
by: Ahmed, Hashnayne, et al.
Published: (2024)
by: Ahmed, Hashnayne, et al.
Published: (2024)
Coupled Modal-Nonmodal Interactions Due to Periodic, Infinite Train of Convecting Vortices (TCV)
by: Puttam, Jyothi Kumar, et al.
Published: (2026)
by: Puttam, Jyothi Kumar, et al.
Published: (2026)
Bridging Large Eddy Simulation and Reduced Order Modeling of Convection-Dominated Flows through Spatial Filtering: Review and Perspectives
by: Quaini, Annalisa, et al.
Published: (2024)
by: Quaini, Annalisa, et al.
Published: (2024)
$\texttt{CRLS}$: Convolutional Regularized Least Squares Framework for Reduced Order Modeling of Transonic Flows
by: Bilal, Muhammad, et al.
Published: (2025)
by: Bilal, Muhammad, et al.
Published: (2025)
Systematic Benchmarking of Macrosegregation: The Performance of a Modified Hybrid Model
by: Moeinirad, Ali, et al.
Published: (2024)
by: Moeinirad, Ali, et al.
Published: (2024)
Reduction of Outflow Boundary Influence on Aerodynamic Performance using Neural Networks
by: Bedrunka, Mario Christopher, et al.
Published: (2025)
by: Bedrunka, Mario Christopher, et al.
Published: (2025)
Rotationally-affected Internally Heated Convection
by: Ostilla-Mónico, Rodolfo, et al.
Published: (2025)
by: Ostilla-Mónico, Rodolfo, et al.
Published: (2025)
Numerical Assessment of Advective and Diffusive Dynamics of Interacting and Isolated Prototypical Convectively Initiated Circulations
by: Igel, Matthew R., et al.
Published: (2025)
by: Igel, Matthew R., et al.
Published: (2025)
Symbolic Regression of Data-Driven Reduced Order Model Closures for Under-Resolved, Convection-Dominated Flows
by: Manti, Simone, et al.
Published: (2025)
by: Manti, Simone, et al.
Published: (2025)
Super-resolution of turbulent velocity fields in two-way coupled particle-laden flows
by: Shamooni, Ali, et al.
Published: (2025)
by: Shamooni, Ali, et al.
Published: (2025)
Comparison of Entropy Stable Collocation High-Order DG Methods for Compressible Turbulent Flows
by: Schwarz, Anna, et al.
Published: (2025)
by: Schwarz, Anna, et al.
Published: (2025)
FlexPINN: Modeling Fluid Dynamics and Mass Transfer in 3D Micromixer Geometries Using a Flexible Physics-Informed Neural Network
by: Hassanzadeh, Meraj, et al.
Published: (2025)
by: Hassanzadeh, Meraj, et al.
Published: (2025)
Adaptive GSIS for rarefied gas flow simulations
by: Zhang, Yanbing, et al.
Published: (2025)
by: Zhang, Yanbing, et al.
Published: (2025)
Optimization of Higher-Order Harmonic Surface Tessellations for Additively Manufactured Air-to-Air Heat Exchangers
by: Adegbaye, Patrick, et al.
Published: (2026)
by: Adegbaye, Patrick, et al.
Published: (2026)
Order of Magnitude Analysis and Data-Based Physics-Informed Symbolic Regression for Turbulent Pipe Flow
by: Ünal, Yunus Emre, et al.
Published: (2026)
by: Ünal, Yunus Emre, et al.
Published: (2026)
Meshless $h$-adaptive Solution for non-Newtonian Natural Convection in a Differentially Heated Cavity
by: Rot, Miha, et al.
Published: (2026)
by: Rot, Miha, et al.
Published: (2026)
A Study of Improved Limiter Formulations for Second-Order Finite Volume Schemes Applied to Unstructured Grids
by: Oliveira, Frederico Bolsoni, et al.
Published: (2026)
by: Oliveira, Frederico Bolsoni, et al.
Published: (2026)
Smoothed Dissipative Particle Dynamics for Mesoscale Advection-Diffusion-Reaction Problems
by: Ferrero, Marina Echeverria, et al.
Published: (2025)
by: Ferrero, Marina Echeverria, et al.
Published: (2025)
Competition Between Thermophoretic Separation and Thermal Convective Mixing
by: Lu, Yu, et al.
Published: (2025)
by: Lu, Yu, et al.
Published: (2025)
GPU-Native Adaptive Mesh Refinement with Application to Lattice Boltzmann Simulations
by: Jaber, Khodr, et al.
Published: (2023)
by: Jaber, Khodr, et al.
Published: (2023)
A Tug-of-War Between Baroclinic Eddies and Convection: Implications for Icy Moon Oceans
by: Wang, Shuang, et al.
Published: (2026)
by: Wang, Shuang, et al.
Published: (2026)
A Third-Order Weighted Essentially Non-Oscillatory Compact Least-Squares Scheme for Hyperbolic Conservation Laws on Non-Uniform Grids
by: Pana, Jianhua, et al.
Published: (2025)
by: Pana, Jianhua, et al.
Published: (2025)
Goodbye Christoffel Symbols: A Flexible and Efficient Approach for Solving Physical Problems in Curved Spaces
by: Herrada, Miguel A.
Published: (2024)
by: Herrada, Miguel A.
Published: (2024)
Investigation of Compressor Cascade Flow Using Physics- Informed Neural Networks with Adaptive Learning Strategy
by: Li, Zhihui, et al.
Published: (2023)
by: Li, Zhihui, et al.
Published: (2023)
Rescaled Equations for Well-Conditioned Direct Numerical Simulations of Rapidly Rotating Convection
by: Julien, Keith, et al.
Published: (2024)
by: Julien, Keith, et al.
Published: (2024)
Side-heated Rayleigh-Bénard Convection
by: Mac Huang, Jinzi, et al.
Published: (2021)
by: Mac Huang, Jinzi, et al.
Published: (2021)
Adaptive criterion and modification of wave-particle decomposition in UGKWP method for high-speed flow simulation
by: Cao, Junzhe, et al.
Published: (2025)
by: Cao, Junzhe, et al.
Published: (2025)
Nonlinear Unsteady Vortex-Lattice Vortex-Particle Method with Adaptive Wake Conversion for Rotorcraft Aerodynamics
by: Fu, Jinbin, et al.
Published: (2025)
by: Fu, Jinbin, et al.
Published: (2025)
Similar Items
-
Hybrid ROM-PINN Framework for Closure Modeling in Convection-Dominated Systems
by: Kaya, Ferhat, et al.
Published: (2026) -
Fokker-Planck Model Based Central Moment Lattice Boltzmann Method for Effective Simulations of Thermal Convective Flows
by: Schupbach, William, et al.
Published: (2025) -
Lattice Boltzmann Boundary Conditions for Flow, Convection-Diffusion and MHD Simulations
by: Li, Jun, et al.
Published: (2025) -
Variational Multiscale Evolve and Filter Strategies for Convection-Dominated Flows
by: Strazzullo, Maria, et al.
Published: (2024) -
Utility of High-Order Scheme for Unsteady Flow Simulations: Comparison with Second-Order Tool
by: Jiang, Peng, et al.
Published: (2024)