Imagen de Portada

Physics-Informed Neural Networks with Complementary Soft and Hard Constraints for Solving Complex Boundary Navier-Stokes Equations

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhou, Chuyu, Li, Tianyu, Lan, Chenxi, Du, Rongyu, Xin, Guoguo, Nan, Pengyu, Yang, Hangzhou, Wang, Guoqing, Liu, Xun, Li, Wei
Formato:	Preprint
Publicado:	2024
Materias:	Fluid Dynamics Computational Physics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Hybrid Boundary Physics-Informed Neural Networks for Solving Navier-Stokes Equations with Complex Boundary
por: Zhou, Chuyu, et al.
Publicado: (2025)

Solving Navier-Stokes Equations Using Data-free Physics-Informed Neural Networks With Hard Boundary Conditions
por: Pal, Ritik, et al.
Publicado: (2025)

WAN3DNS: Weak Adversarial Networks for Solving 3D Incompressible Navier-Stokes Equations
por: Li, Wenran, et al.
Publicado: (2025)

Deep FBSDE Neural Networks for Solving Incompressible Navier-Stokes Equation and Cahn-Hilliard Equation
por: Deng, Yangtao, et al.
Publicado: (2024)

On the Consistency of Dynamic Wetting Boundary Conditions for the Navier-Stokes-Cahn-Hilliard Equations
por: Demont, T. H. B., et al.
Publicado: (2024)

Schrödinger-Navier-Stokes Equation for the Quantum Simulation of Navier-Stokes Flows
por: Cappelli, Luca, et al.
Publicado: (2026)

A Geometric Approach to the Navier-Stokes Equations
por: Sacasa-Cespedes, Sebastian Ali
Publicado: (2024)

A Pathway to Practical Quantum Advantage in Solving Navier-Stokes Equations
por: Zhuang, Xi-Ning, et al.
Publicado: (2025)

Manifold Solutions to Navier-Stokes Equations
por: Svintradze, David V.
Publicado: (2024)

A Simple but Efficient Transformer-Based Physics-Informed Neural Network for Incompressible Navier--Stokes Equations
por: Barman, Biswanath, et al.
Publicado: (2026)

A fully differentiable GNN-based PDE Solver: With Applications to Poisson and Navier-Stokes Equations
por: Li, Tianyu, et al.
Publicado: (2024)

Boundary epsilon regularity for incompressible Navier--Stokes equations via weak-strong uniqueness
por: Li, Siran
Publicado: (2026)

Reynolds Averaged Solutions of the Navier-Stokes Equation
por: Glimm, James, et al.
Publicado: (2023)

Solving compressible Navier-Stokes equations using the feature-enhanced neural network
por: Song, Jiahao, et al.
Publicado: (2026)

Application of Onsager's Variational Principle to the Navier-Stokes Equations
por: Said, Hamid A.
Publicado: (2025)

A Mixed-Form PINNS (MF-PINNS) For Solving The Coupled Stokes-Darcy Equations
por: Shan, Li, et al.
Publicado: (2025)

Comparison of Surface Tension Models in the Navier–Stokes Equation Coupled With a Conservative Phase Field Model
por: Mingguang Shen, et al.
Publicado: (2025)

Space-local Navier--Stokes turbulence
por: Araki, Ryo, et al.
Publicado: (2023)

Boundary layer stability analysis using the nonlinear One-Way Navier-Stokes approach
por: Sleeman, Michael K., et al.
Publicado: (2024)

Weak Singularity of Navier-Stokes Equations Based on Energy Estimation in Sobolev Space
por: Kit, Chio Chon
Publicado: (2026)

Extensions to the Navier-Stokes-Fourier Equations for Rarefied Transport: Variational Multiscale Moment Methods for the Boltzmann Equation
por: Baidoo, F. A., et al.
Publicado: (2024)

Spectrum correction in Ekman-Navier-Stokes turbulence
por: Valadão, V. J., et al.
Publicado: (2024)

Quantum spin representation for the Navier-Stokes equation
por: Meng, Zhaoyuan, et al.
Publicado: (2024)

Cache Blocking for Flux Reconstruction: Extension to Navier-Stokes Equations and Anti-aliasing
por: Akkurt, Semih, et al.
Publicado: (2023)

A Purely Meshless Penalty 2D Formulation for Navier–Stokes Equations
por: M. A. Kamal, et al.
Publicado: (2025)

A Semi‐Lagrangian Meshfree Galerkin Method for Incompressible Navier‐Stokes Equations
por: Ying Liu, et al.
Publicado: (2025)

Sim‐Net: Simulation Net for Solving Seepage Equation Under Unsteady Boundary
por: Daolun Li, et al.
Publicado: (2024)

Hard Constraint Projection in a Physics Informed Neural Network
por: Horne, Miranda J. S., et al.
Publicado: (2026)

A Modal One-Way Navier-Stokes Approach to Modelling Non-Modal Boundary Layer Instabilities
por: Badcock, E. J., et al.
Publicado: (2025)

Analysis of the Pressure-Velocity boundary conditions for the projection method solution of the incompressible Navier-Stokes Equations
por: Pekker, Leonid, et al.
Publicado: (2024)

A canonical Hamiltonian formulation of the Navier-Stokes problem
por: Sanders, John W., et al.
Publicado: (2023)

Novel Finite‐Volume Complete Flux Approximation Schemes for the Incompressible Navier–Stokes Equations
por: Chitranjan Pandey, et al.
Publicado: (2024)

Asymptotic Center--Manifold for the Navier--Stokes
por: Negi, Prabal S.
Publicado: (2024)

Finite-Time Weak Singularities and the Statistical Structure of Turbulence in 3D Incompressible Navier-Stokes Equations
por: Kit, Chio Chon
Publicado: (2026)

The interscale behaviour of uncertainty in three-dimensional Navier-Stokes turbulence
por: Ge, Jin, et al.
Publicado: (2025)

Analytic Solution of the N-Dimensional Incompressible Navier-Stokes Equations
por: Strange, Nathan
Publicado: (2025)

Impact of Uncertain Parameters on Navier–Stokes Equations With Heat Transfer via Polynomial Chaos Expansion
por: N. Nouaime, et al.
Publicado: (2026)

An HHL-Based Quantum-Classical Solver for the Incompressible Navier-Stokes Equations with Approximate QST
por: Inger, Moshe, et al.
Publicado: (2026)

Immersed Boundary Projection Method for Navier Slip Boundaries
por: Fujii, Takehiro, et al.
Publicado: (2025)

Iterative Methods for Navier--Stokes Inverse Problems
por: O'Connor, Liam, et al.
Publicado: (2024)