Image de couverture de livre

Solving the Discretised Multiphase Flow Equations with Interface Capturing on Structured Grids Using Machine Learning Libraries

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Chen, Boyang, Heaney, Claire E., Gomes, Jefferson L. M. A., Matar, Omar K., Pain, Christopher C.
Format:	Preprint
Publié:	2024
Sujets:	Fluid Dynamics Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Neural Physics: Using AI Libraries to Develop Physics-Based Solvers for Incompressible Computational Fluid Dynamics
par: Chen, Boyang, et autres
Publié: (2024)

NeuralFVM: Neural-physics-based Finite Volume Method for Turbulent Flows Using the $k$-$ω$ Model
par: Xue, Tingkai, et autres
Publié: (2026)

Online learning to accelerate nonlinear PDE solvers: applied to multiphase porous media flow
par: Silva, Vinicius L S, et autres
Publié: (2025)

An Edge-based Interface Tracking (EBIT) Method for Multiphase Flows with Phase Change
par: Long, Tian, et autres
Publié: (2024)

Surrogate models for Rock-Fluid Interaction: A Grid-Size-Invariant Approach
par: Pinheiro, Nathalie C., et autres
Publié: (2026)

Neural-Network-based Viscosity Closure for Non-Newtonian Multiphase Flows
par: Murugaiyan, Suresh, et autres
Publié: (2026)

Flow Characterization of the Delft Multiphase Flow Tunnel
par: Nikolaidou, Lina, et autres
Publié: (2026)

Consistent Interface Capturing Adaptive Reconstruction Approach for Viscous Compressible Multicomponent Flows
par: Chamarthi, Amareshwara Sainadh
Publié: (2024)

Sharp-interface Simulations of Energetic Multiphase Flows with Large Density and Viscosity Ratios
par: Huang, Tzu-Yao, et autres
Publié: (2026)

From Interface Dynamics to Darcy Scale Description of Multiphase Flow in Porous Media
par: Berg, Steffen, et autres
Publié: (2025)

The fluid dynamics of a viscoelastic fluid dripping onto a substrate
par: Zinelis, Konstantinos, et autres
Publié: (2024)

Thin film flow over a spinning disc: Experiments and direct numerical simulations
par: Stafford, Jason, et autres
Publié: (2024)

Transition to elasto-capillary thinning dynamics in viscoelastic jets
par: Zinelis, Konstantinos, et autres
Publié: (2023)

An Edge-based Interface Tracking (EBIT) Method for Multiphase-flows Simulation with Surface Tension
par: Pan, Jieyun, et autres
Publié: (2023)

Cross-Field Interface-Aware Neural Operators for Multiphase Flow Simulation
par: Wang, Zhenzhong, et autres
Publié: (2025)

A Three-dimensional Edge-Based Interface Tracking (EBIT) Method for Multiphase-flow Simulations
par: Pan, Jieyun, et autres
Publié: (2025)

Learning Pore-scale Multiphase Flow from 4D Velocimetry
par: Wang, Chunyang, et autres
Publié: (2026)

Fully Coupled Implicit Hydro-Mechanical Multiphase Flow Simulation in Deformable Porous Media Using DEM
par: Dai, Quanwei, et autres
Publié: (2024)

Richtmyer-Meshkov Instability at high Mach Number: Non-Newtonian Effects
par: Rana, Usman, et autres
Publié: (2024)

Efficient Implementation of an Accurate Algebraic Scheme for Sharp Interface Advection in Multiphase Flows
par: Sharifi, Mehran
Publié: (2024)

Surfactant-laden bubble bursting: dynamics of capillary waves and Worthington jet at large Bond number
par: Pico, Paula, et autres
Publié: (2024)

Wave-Appropriate Reconstruction of Compressible Multiphase and Multicomponent Flows: Fully Conservative and Semi-Conservative Eigenstructures
par: Chamarthi, Amareshwara Sainadh
Publié: (2026)

A novel hybrid approach for accurate simulation of compressible multi-component flows across all-Mach number
par: Deng, Xi, et autres
Publié: (2025)

A Robust Lattice Boltzmann Method for Interface-Bound Transport of a Passive Scalar: Application to Surfactant-Laden Multiphase Flows
par: Schupbach, William, et autres
Publié: (2025)

Computational Modelling of Thixotropic Multiphase Fluids
par: Espinosa-Moreno, Andres Santiago, et autres
Publié: (2025)

Marangoni-driven patterns, ridges, and hills in surfactant-covered parametric surface waves
par: Panda, Debashis, et autres
Publié: (2024)

Enhanced Wall Boundary Modeling for Turbulent Flows Using the Lattice Boltzmann Method with Adaptive Cartesian Grids
par: Ponsin, Jorge, et autres
Publié: (2026)

Wave or Physics-Appropriate Multidimensional Upwinding Approach for Compressible Multiphase Flows
par: Chamarthi, Amareshwara Sainadh
Publié: (2025)

Versatile SPH Open Boundary Conditions for Multiphase Flows in Extreme Condition
par: Zhan, Zi-Yang, et autres
Publié: (2025)

Physics-Informed Neural Networks for Enhanced Interface Preservation in Lattice Boltzmann Multiphase Simulations
par: Li, Yue, et autres
Publié: (2025)

Assessment of a Multiphase Formulation of One-Dimensional Turbulence using Direct Numerical Simulation of a Decaying Turbulent Interfacial Flow
par: Movaghar, A., et autres
Publié: (2024)

Discovering Boundary Equations for Wave Breaking using Machine Learning
par: Tang, Tianning, et autres
Publié: (2024)

Compartment Modelling of Multiphase Reactors using Unsupervised Clustering
par: Mitterlindner, Michael, et autres
Publié: (2026)

Jet Size Prediction in Compound Multiphase Bubble Bursting
par: Yang, Zhengyu, et autres
Publié: (2025)

A Vortex Damping Outflow Forcing for Multiphase Flows with Sharp Interfacial Jumps
par: Dhruv, Akash
Publié: (2023)

Concerning the Use of Turbulent Flow Data for Machine Learning
par: Sardar, Mohammed, et autres
Publié: (2024)

Interfacial standing wave-patterns disentangle dilatational and shear surface viscous effects
par: Panda, Debashis, et autres
Publié: (2026)

Drop size distribution from laboratory experiments based on single-drop fragmentation and comparison with aerial in-situ measurements
par: Chakraborty, Shubham, et autres
Publié: (2025)

Coherent Structures Governing Transport at Turbulent Interfaces
par: Khojasteh, Ali R, et autres
Publié: (2024)

Dynamic Manipulation of Multiphase Fluid in Microgravity Using Photoresponsive Surfactant
par: Liang, Xichen, et autres
Publié: (2025)