Imagen de Portada

Machine Learning based Extraction of Boundary Conditions from Doppler Echo Images for Patient Specific Coarctation of the Aorta: Computational Fluid Dynamics Study

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Punabantu, Vincent Milimo Masilokwa, Ngoepe, Malebogo, Mishra, Amit Kumar, Aldersley, Thomas, Lawrenson, John, Zuhlke, Liesl
Formato:	Preprint
Publicado:	2022
Materias:	Computational Engineering, Finance, and Science Machine Learning Numerical Analysis
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Device-Induced Thrombus Formation in Cerebral Aneurysms: Linking Patient-Specific Clot Modeling and Functional Occlusion to Virtual Angiographic Assessment
por: Holzberger, Fabian, et al.
Publicado: (2026)

Multi-Horizon Echo State Network Prediction of Intraday Stock Returns
por: Ballarin, Giovanni, et al.
Publicado: (2025)

Learning Fluid-Structure Interaction with Physics-Informed Machine Learning and Immersed Boundary Methods
por: Farea, Afrah, et al.
Publicado: (2025)

Effects of Thermal Boundary Conditions on Natural Convection and Entropy Generation in Non-Newtonian Power-Law Fluids
por: Theisen, Lambert, et al.
Publicado: (2026)

The Echo Effect of Momentum and Investor Trading Behavior
por: Cheoljun Eom, et al.
Publicado: (2026)

A Sinusoidal Hull-White Model for Interest Rate Dynamics: Capturing Long-Term Periodicity in U.S. Treasury Yields
por: Jha, Amit Kumar
Publicado: (2025)

An Automated Computational Pipeline for Generating Large-Scale Cohorts of Patient-Specific Ventricular Models in Electromechanical In Silico Trials
por: Doste, Ruben, et al.
Publicado: (2025)

Investigating Conditional Restricted Boltzmann Machines in Regime Detection
por: Rentala, Siddhartha Srinivas
Publicado: (2025)

Boundary conditions at infinity for Black-Scholes equations
por: Tsuzuki, Yukihiro
Publicado: (2024)

Self-Guided Diffusion Model for Accelerating Computational Fluid Dynamics
por: Li, Ruoyan, et al.
Publicado: (2025)

Abnormalities in Cardiac Function, Anatomy, and Myocardial Strain in Coarctation of the Aorta
por: Guihong Chen, et al.
Publicado: (2025)

Reverse Cardiac Remodeling Induced by Endovascular Treatment of Coarctation of the Aorta
por: Melody Farrashi, et al.
Publicado: (2025)

Compliant Mechanism Synthesis Using Nonlinear Elastic Topology Optimization with Variable Boundary Conditions
por: Alacoque, Lee R., et al.
Publicado: (2023)

Investigation on the Shooting Method Ability to Solve Different Mooring Lines Boundary Condition Types
por: Surmont, Florian, et al.
Publicado: (2024)

Machine-Learning Enhanced Predictors for Accelerated Convergence of Partitioned Fluid-Structure Interaction Simulations
por: Tiba, Azzeddine, et al.
Publicado: (2024)

Machine Learning Methods for Pricing Financial Derivatives
por: Fan, Lei, et al.
Publicado: (2024)

Investigating the Surrogate Modeling Capabilities of Continuous Time Echo State Networks
por: Bhatnagar, Saakaar
Publicado: (2023)

A Coupled PFEM-DEM Model for Fluid-Granular Flows with Free-Surface Dynamics Applied to Landslides
por: Leyssens, Thomas, et al.
Publicado: (2025)

Computing the SSR
por: Friz, Peter K., et al.
Publicado: (2024)

Application of Computed Tomography Angiography in Preoperative Diagnosis of Coarctation of Aorta and Evaluation of Aortic Dilatation in Infants
por: Hui-Jun Xiao
Publicado: (2024)

NeurIPS 2024 ML4CFD Competition: Harnessing Machine Learning for Computational Fluid Dynamics in Airfoil Design
por: Yagoubi, Mouadh, et al.
Publicado: (2024)

Swing contract pricing: with and without Neural Networks
por: Lemaire, Vincent, et al.
Publicado: (2023)

Accelerated Patient-Specific Hemodynamic Simulations with Hybrid Physics-Based Neural Surrogates
por: Rubio, Natalia L., et al.
Publicado: (2026)

Understanding the Impact of Synchronous, Asynchronous, and Hybrid In-Situ Techniques in Computational Fluid Dynamics Applications
por: Ju, Yi, et al.
Publicado: (2024)

Application of CTS (Computer to Screen) Machine in Printing Industries for Process Improvement & Material Optimization
por: Islam, Tarequl
Publicado: (2025)

Heterogeneous Graph Representation of Stiffened Panels with Non-Uniform Boundary Conditions and Loads
por: Cai, Yuecheng, et al.
Publicado: (2025)

Changes of Prenatal Sonographic Vascular Parameters in Coarctation of the Aorta and the Risk Factors
por: Guihong Chen, et al.
Publicado: (2025)

A Computational Pipeline for Patient-Specific Modeling of Thoracic Aortic Aneurysm: From Medical Image to Finite Element Analysis
por: Chen, Jiasong, et al.
Publicado: (2025)

Bridging Computational Fluid Dynamics Algorithm and Physics-Informed Learning: SIMPLE-PINN for Incompressible Navier-Stokes Equations
por: Wei, Chang, et al.
Publicado: (2026)

Correction to “Neural Optimal Stopping Boundary”
Publicado: (2025)

Isogeometric Analysis for 2D Magnetostatic Computations with Multi-level Bézier Extraction for Local Refinement
por: Grendas, Andreas, et al.
Publicado: (2025)

Forecasting Intraday Volume in Equity Markets with Machine Learning
por: Cucuringu, Mihai, et al.
Publicado: (2025)

Accelerated Computational Fluid Dynamics Simulations of Microfluidic Devices by Exploiting Higher Levels of Abstraction
por: Takken, Michel, et al.
Publicado: (2023)

SPX-VIX Risk Computations Via Perturbed Optimal Transport
por: Che, Charlie, et al.
Publicado: (2026)

Quantum Computing for Financial Transformation: A Review of Optimisation, Pricing, Risk, Machine Learning, and Post-Quantum Security
por: Gong, Hui, et al.
Publicado: (2026)

FusionCut: Boundary Representation (B-Rep) Based and Cloud-Ready Cutter Workpiece Engagement (CWE) for Virtual Machining
por: Bank, H. Sinan, et al.
Publicado: (2026)

Boundary treatment for high-order IMEX Runge-Kutta local discontinuous Galerkin schemes for multidimensional nonlinear parabolic PDEs
por: González-Tabernero, V., et al.
Publicado: (2024)

Toward Efficient FSI Modeling in Patient-Specific Arteries: SPH Simulation of Blood Flow in Thin Deformable Vessels
por: Zhao, Chenxi, et al.
Publicado: (2025)

Signal inference in financial stock return correlations through phase-ordering kinetics in the quenched regime
por: Achitouv, Ixandra, et al.
Publicado: (2024)

From Empire Building to Strategic Focus: Institutional Influence on Acquisition Discipline and Corporate Value
por: Chandra S. Mishra
Publicado: (2025)