A Flow-rate-conserving CNN-based Domain Decomposition Method for Blood Flow Simulations
Fuente:
arXiv
Saved in:
| Main Authors: | Klaes, Simon, Klawonn, Axel, Kubicki, Natalie, Lanser, Martin, Nakajima, Kengo, Shimokawabe, Takashi, Weber, Janine |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems
by: Klawonn, Axel, et al.
Published: (2023)
by: Klawonn, Axel, et al.
Published: (2023)
Model Parallel Training and Transfer Learning for Convolutional Neural Networks by Domain Decomposition
by: Klawonn, Axel, et al.
Published: (2024)
by: Klawonn, Axel, et al.
Published: (2024)
Domain-decomposed image classification algorithms using linear discriminant analysis and convolutional neural networks
by: Klawonn, Axel, et al.
Published: (2024)
by: Klawonn, Axel, et al.
Published: (2024)
Nonlinear Monolithic Two-Level Schwarz Methods for the Navier-Stokes Equations
by: Klawonn, Axel, et al.
Published: (2024)
by: Klawonn, Axel, et al.
Published: (2024)
Train Small, Model Big: Scalable Physics Simulators via Reduced Order Modeling and Domain Decomposition
by: Chung, Seung Whan, et al.
Published: (2023)
by: Chung, Seung Whan, et al.
Published: (2023)
The velocity field and Birkhoff-Rott integral for non-decaying, non-periodic vortex sheets
by: Ambrose, David M.
Published: (2024)
by: Ambrose, David M.
Published: (2024)
Deep Micro Solvers for Rough-Wall Stokes Flow in a Heterogeneous Multiscale Method
by: Ström, Emanuel, et al.
Published: (2025)
by: Ström, Emanuel, et al.
Published: (2025)
Comparison of Lubrication Theory and Stokes Flow in Corner Geometries with Flow Separation
by: Dennis, Sarah, et al.
Published: (2025)
by: Dennis, Sarah, et al.
Published: (2025)
A robust and stable hybrid neural network/finite element method for 2D flows that generalizes to different geometries
by: Jendersie, Robert, et al.
Published: (2026)
by: Jendersie, Robert, et al.
Published: (2026)
Asymptotic Preserving and Accurate scheme for Multiscale Poisson-Nernst-Planck (MPNP) system
by: Astuto, Clarissa, et al.
Published: (2025)
by: Astuto, Clarissa, et al.
Published: (2025)
Two-phase Stokes flow by capillarity in the plane: The case of different viscosities
by: Matioc, Bogdan-Vasile, et al.
Published: (2021)
by: Matioc, Bogdan-Vasile, et al.
Published: (2021)
Capillarity driven Stokes flow: the one-phase problem as small viscosity limit
by: Prokert, Georg, et al.
Published: (2022)
by: Prokert, Georg, et al.
Published: (2022)
Two-phase Stokes flow by capillarity in full 2D space: an approach via hydrodynamic potentials
by: Matioc, Bogdan-Vasile, et al.
Published: (2020)
by: Matioc, Bogdan-Vasile, et al.
Published: (2020)
Adaptive and frugal BDDC coarse spaces for virtual element discretizations of a Stokes problem with heterogeneous viscosity
by: Bevilacqua, Tommaso, et al.
Published: (2024)
by: Bevilacqua, Tommaso, et al.
Published: (2024)
Highly Scalable Two-level Monolithic Overlapping Schwarz Preconditioners for Thermo-elastoplastic Laser Beam Welding Problems
by: Bevilacqua, Tommaso, et al.
Published: (2025)
by: Bevilacqua, Tommaso, et al.
Published: (2025)
Hydrodynamic efficiency limit on a Marangoni surfer
by: Daddi-Moussa-Ider, Abdallah, et al.
Published: (2023)
by: Daddi-Moussa-Ider, Abdallah, et al.
Published: (2023)
Comparison of Extended Lubrication Theories for Stokes Flow
by: Dennis, Sarah, et al.
Published: (2025)
by: Dennis, Sarah, et al.
Published: (2025)
Well-posedness and Rayleigh-Taylor instability of the two-phase periodic quasistationary Stokes flow
by: Böhme, Daniel, et al.
Published: (2025)
by: Böhme, Daniel, et al.
Published: (2025)
Driving Viscous Hydrodynamics in Bulk Electron Flow in Graphene Using Micromagnets
by: Engdahl, Jack N., et al.
Published: (2023)
by: Engdahl, Jack N., et al.
Published: (2023)
From Columns to Heaps: Dimensionless Similarity with PSD-Distributed Damköhler Numbers and Dual-Porosity Flow
by: Segura, Juan J.
Published: (2026)
by: Segura, Juan J.
Published: (2026)
Two-level nonlinear Schwarz methods - a parallel implementation with application to nonlinear elasticity and incompressible flow problems
by: Ho, Kyrill, et al.
Published: (2026)
by: Ho, Kyrill, et al.
Published: (2026)
Steady vortex patches on flat torus with a constant background vorticity
by: Sakajo, Takashi, et al.
Published: (2025)
by: Sakajo, Takashi, et al.
Published: (2025)
Wave-like Spiral Interactions and the Emergence of Quasi-Biennial Oscillations in Strato-Rotational Flows
by: Meletti, Gabriel, et al.
Published: (2025)
by: Meletti, Gabriel, et al.
Published: (2025)
Nonlinear Two-Level Schwarz Methods: A Parallel Implementation in FROSch
by: Heinlein, Alexander, et al.
Published: (2024)
by: Heinlein, Alexander, et al.
Published: (2024)
Computational homogenization for aerogel-like polydisperse open-porous materials using neural network--based surrogate models on the microscale
by: Klawonn, Axel, et al.
Published: (2024)
by: Klawonn, Axel, et al.
Published: (2024)
Preconditioning a Fluid--Structure Interaction Problem Using Monolithic and Block Domain Decomposition Methods for the Fluid
by: Klawonn, Axel, et al.
Published: (2025)
by: Klawonn, Axel, et al.
Published: (2025)
Towards a parallel Schwarz solver framework for virtual elements using GDSW coarse spaces
by: Bevilacqua, Tommaso, et al.
Published: (2025)
by: Bevilacqua, Tommaso, et al.
Published: (2025)
Monolithic overlapping Schwarz preconditioners for nonlinear finite element simulations of laser beam welding processes
by: Bevilacqua, Tommaso, et al.
Published: (2024)
by: Bevilacqua, Tommaso, et al.
Published: (2024)
Moment Approximations to Magnetic Rotating Shallow Flows
by: Koellermeier, Julian, et al.
Published: (2025)
by: Koellermeier, Julian, et al.
Published: (2025)
Wave erosion of ice cliffs: melt rate due to reflection of non-breaking surface waves
by: Wolterman, Anya, et al.
Published: (2025)
by: Wolterman, Anya, et al.
Published: (2025)
Persistence and bimodality of large-scale turbulent structures across a Rayleigh-Taylor layer: Impact on transport and physical modelling through two-field-conditional correlations
by: Watteaux, R., et al.
Published: (2024)
by: Watteaux, R., et al.
Published: (2024)
Large-scale Multigrid with Adaptive Galerkin Coarsening
by: Böhm, Fabian, et al.
Published: (2025)
by: Böhm, Fabian, et al.
Published: (2025)
A Hybrid CNN-Cheby-KAN Framework for Efficient Prediction of Two-Dimensional Airfoil Pressure Distribution
by: Chen, Yaohong, et al.
Published: (2025)
by: Chen, Yaohong, et al.
Published: (2025)
Axisymmetric capillary water waves with vorticity and swirl connecting to static unduloid configurations
by: Otsetova, Anna-Mariya, et al.
Published: (2024)
by: Otsetova, Anna-Mariya, et al.
Published: (2024)
Interactions between Wind and Water Waves near Circular Flows
by: Gui, Changfeng, et al.
Published: (2025)
by: Gui, Changfeng, et al.
Published: (2025)
A Model Hierarchy for Predicting the Flow in Stirred Tanks with Physics-Informed Neural Networks
by: Trávníková, Veronika, et al.
Published: (2024)
by: Trávníková, Veronika, et al.
Published: (2024)
Benjamin-Feir instability of wave packets at interface of liquid half-space and layer
by: Avramenko, Olga, et al.
Published: (2024)
by: Avramenko, Olga, et al.
Published: (2024)
On a complete analytical solution of transient friction in pipe flow
by: Garcia, F. Javier Garcia, et al.
Published: (2025)
by: Garcia, F. Javier Garcia, et al.
Published: (2025)
A classification of mode-1 internal solitary waves in a three-layer fluid
by: Barros, Ricardo, et al.
Published: (2025)
by: Barros, Ricardo, et al.
Published: (2025)
On a mathematical definition of laminar and turbulent fluid flow
by: Garcia, F. Javier Garcia, et al.
Published: (2025)
by: Garcia, F. Javier Garcia, et al.
Published: (2025)
Similar Items
-
A Domain Decomposition-Based CNN-DNN Architecture for Model Parallel Training Applied to Image Recognition Problems
by: Klawonn, Axel, et al.
Published: (2023) -
Model Parallel Training and Transfer Learning for Convolutional Neural Networks by Domain Decomposition
by: Klawonn, Axel, et al.
Published: (2024) -
Domain-decomposed image classification algorithms using linear discriminant analysis and convolutional neural networks
by: Klawonn, Axel, et al.
Published: (2024) -
Nonlinear Monolithic Two-Level Schwarz Methods for the Navier-Stokes Equations
by: Klawonn, Axel, et al.
Published: (2024) -
Train Small, Model Big: Scalable Physics Simulators via Reduced Order Modeling and Domain Decomposition
by: Chung, Seung Whan, et al.
Published: (2023)