Imagen de Portada

Model Reduction for Transport-Dominated Problems via Cross-Correlation Based Snapshot Registration

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Gowrachari, Harshith, Stabile, Giovanni, Rozza, Gianluigi
Formato:	Preprint
Publicado:	2025
Materias:	Numerical Analysis
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformation
por: Gowrachari, Harshith, et al.
Publicado: (2024)

Reservoir computing based predictive reduced order model for steel grade intermixing in an industrial continuous casting tundish
por: Gowrachari, Harshith, et al.
Publicado: (2025)

Data-driven Closure Strategies for Parametrized Reduced Order Models via Deep Operator Networks
por: Ivagnes, Anna, et al.
Publicado: (2025)

Stochastic Parameter Prediction in Cardiovascular Problems
por: Bakhshaei, Kabir, et al.
Publicado: (2024)

Coupling Physics Informed Neural Networks with External Solvers
por: Halder, Rahul, et al.
Publicado: (2025)

Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms
por: Ivagnes, Anna, et al.
Publicado: (2024)

Optimized Bayesian Framework for Inverse Heat Transfer Problems Using Reduced Order Methods
por: Bakhshaei, Kabir, et al.
Publicado: (2024)

Physics Informed Neural Network Framework for Unsteady Discretized Reduced Order System
por: Halder, Rahul, et al.
Publicado: (2023)

Deep Reinforcement Learning for the Heat Transfer Control of Pulsating Impinging Jets
por: Salavatidezfouli, Sajad, et al.
Publicado: (2023)

Assessment of URANS and LES Methods in Predicting Wake Shed Behind a Vertical Axis Wind Turbine
por: Sheidani, Armin, et al.
Publicado: (2022)

A reduced-order model for segregated fluid-structure interaction solvers based on an ALE approach
por: Ngan, Valentin Nkana, et al.
Publicado: (2023)

An efficient hyper reduced-order model for segregated solvers for geometrical parametrization problems
por: Ngan, Valentin Nkana, et al.
Publicado: (2026)

A Deep-Learning Enhanced Gappy Proper Orthogonal Decomposition Method for Conjugate Heat Transfer Problem
por: Hajisharifi, Arash, et al.
Publicado: (2025)

Generative Models for Parameter Space Reduction applied to Reduced Order Modelling
por: Padula, Guglielmo, et al.
Publicado: (2025)

ROM for Viscous, Incompressible Flow in Polygons -- exponential $n$-width bounds and convergence rate
por: Romor, Francesco, et al.
Publicado: (2025)

A hybrid reduced-order model for segregated fluid-structure interaction solvers in an ALE approach at high Reynolds number
por: Ngan, Valentin Nkana, et al.
Publicado: (2024)

Reinforcement Learning-Based Filters for Convection-Dominated Flows: Reference-Free and Reference-Guided Training
por: Ivagnes, Anna, et al.
Publicado: (2026)

Non-Intrusive Polynomial Chaos Method Applied to Full-Order and Reduced Problems in Computational Fluid Dynamics: a Comparison and Perspectives
por: Hijazi, Saddam, et al.
Publicado: (2019)

A Predictive Surrogate Model for Heat Transfer of an Impinging Jet on a Concave Surface
por: Salavatidezfouli, Sajad, et al.
Publicado: (2024)

A segregated reduced order model of a pressure-based solver for turbulent compressible flows
por: Zancanaro, Matteo, et al.
Publicado: (2022)

Modal Analysis of the Wake Shed Behind a Horizontal Axis Wind Turbine with Flexible Blades
por: Salavatidezfouli, Sajad, et al.
Publicado: (2023)

Data-Driven POD-Galerkin Reduced Order Model for Turbulent Flows
por: Hijazi, Saddam, et al.
Publicado: (2019)

Deep learning-based reduced-order methods for fast transient dynamics
por: Cracco, Martina, et al.
Publicado: (2022)

A new data-driven energy-stable Evolve-Filter-Relax model for turbulent flow simulation
por: Ivagnes, Anna, et al.
Publicado: (2025)

Optimisation-Based Coupling of Finite Element Model and Reduced Order Model for Computational Fluid Dynamics
por: Prusak, Ivan, et al.
Publicado: (2024)

Data-driven reduced order model for residence time distribution analysis of an industrial-scale continuous casting tundish
por: Gowrachari, Harshith, et al.
Publicado: (2026)

A brief review of Reduced Order Models using intrusive and non-intrusive techniques
por: Padula, Guglielmo, et al.
Publicado: (2024)

Model Order Reduction of Cerebrovascular Hemodynamics Using POD_Galerkin and Reservoir Computing_based Approach
por: Halder, Rahul, et al.
Publicado: (2026)

A Dimensionality Reduction Approach for Convolutional Neural Networks
por: Meneghetti, Laura, et al.
Publicado: (2021)

A Multi-Fidelity Parametric Framework for Reduced-Order Modeling using Optimal Transport-based Interpolation: Applications to Diffused-Interface Two-Phase Flows
por: Khamlich, Moaad, et al.
Publicado: (2026)

Gaussian process approach within a data-driven POD framework for fluid dynamics engineering problems
por: Ortali, Giulio, et al.
Publicado: (2020)

Bifurcation curve detection with deflation for multiparametric PDEs
por: Kumar, Nitin, et al.
Publicado: (2026)

Generative Adversarial Reduced Order Modelling
por: Coscia, Dario, et al.
Publicado: (2023)

Efficient and Accurate Surrogate Modeling of Turbulent Flows via Space-Dependent Aggregation and Reduced Order Models
por: Zappi, Piero, et al.
Publicado: (2026)

Enhancing non-intrusive Reduced Order Models with space-dependent aggregation methods
por: Ivagnes, Anna, et al.
Publicado: (2024)

A Shape Optimization Pipeline for Marine Propellers by means of Reduced Order Modeling Techniques
por: Ivagnes, Anna, et al.
Publicado: (2023)

Nonlinear reduction strategies for data compression: a comprehensive comparison from diffusion to advection problems
por: Gonnella, Isabella Carla, et al.
Publicado: (2025)

A hybrid Reduced Order Model to enforce outflow pressure boundary conditions in computational haemodynamics
por: Siena, Pierfrancesco, et al.
Publicado: (2025)

Introduction to the Combination of Reduced Order Models and Domain Decomposition: State of the Art and Perspectives
por: Ruan, Shenhui, et al.
Publicado: (2026)

A Review of Equation-Based and Data-Driven Reduced Order Models featuring a Hybrid cardiovascular application
por: Siena, Pierfrancesco, et al.
Publicado: (2025)