Imagen de Portada

Unsteady flow predictions around an obstacle using Geometry-Parameterized Dual-Encoder Physics-Informed Neural Network

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Wang, Zekun, Yang, Yu, Che, Linyuan, Li, Jing
Formato:	Preprint
Publicado:	2026
Materias:	Fluid Dynamics
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Generative prediction of flow fields around an obstacle using the diffusion model
por: Hu, Jiajun, et al.
Publicado: (2024)

Sequential water wave reconstruction in VOF-based numerical wave tanks with the EnKF approach
por: Yan, Liwen, et al.
Publicado: (2025)

Physics-Informed Neural Network Approaches for Sparse Data Flow Reconstruction of Unsteady Flow Around Complex Geometries
por: Malineni, Vamsi Sai Krishna, et al.
Publicado: (2025)

Unsteady aerodynamic prediction using limited samples based on transfer learning
por: Ji, Wen, et al.
Publicado: (2024)

Physics-Informed Neural Networks for Transonic Flows around an Airfoil
por: Wassing, Simon, et al.
Publicado: (2024)

Physics Informed Neural Network-based Computational Method for Accelerating Time-Periodic Unsteady CFD Simulations
por: Chaplot, Lakshya, et al.
Publicado: (2026)

Sparse-Supervised Hybrid Parameterized Physics-Informed Neural Networks for Incompressible Flows Across Reynolds Numbers
por: Jangir, A., et al.
Publicado: (2026)

Discontinuity Computing using Physics-Informed Neural Network
por: Liu, Li, et al.
Publicado: (2022)

Physics-Informed Transformer operator for the prediction of three-dimensional turbulence
por: Guo, Zhihong, et al.
Publicado: (2026)

Deep reinforcement learning based navigation of a jellyfish-like swimmer in flows with obstacles
por: Chen, Yihao, et al.
Publicado: (2025)

Physics-Informed Neural Networks for Multi-Phase Flow in Porous Media Considering Dual Shocks and Interphase Solubility
por: Zhang, Jingjing, et al.
Publicado: (2024)

Using surface acoustic waves to drive thin film flow over an obstacle
por: Li, Yifan, et al.
Publicado: (2026)

ELPINN: Eulerian Lagrangian Physics-Informed Neural Network
por: Thakur, Sukirt, et al.
Publicado: (2025)

Direct numerical simulation of particle-laden flow in a linear compressor cascade: Unsteady boundary-layer effects on blade erosion
por: Wang, Taiyang, et al.
Publicado: (2026)

Controlled particle displacement by hydrodynamic obstacle interaction in non-inertial flows
por: Das, Partha Kumar, et al.
Publicado: (2025)

The Unsteady Taylor--Vortex Dynamo is Fast
por: O'Connor, Liam, et al.
Publicado: (2026)

Fluid Deformation in Random Unsteady Flow
por: Lester, Daniel, et al.
Publicado: (2025)

Unsteady Three-dimensional Rotational Flamelet
por: Sirignano, William A.
Publicado: (2024)

Unsteady solutions of the spray flamelet equations
por: Huenchuguala, Felipe, et al.
Publicado: (2025)

Instabilities in flow through and around a circular array of cylinders
por: Zhang, Huaibao, et al.
Publicado: (2026)

Equivalent slip length of flow around a super-hydrophobic cylinder
por: Li, Zhi-yong, et al.
Publicado: (2024)

Bayesian-Enhanced Galerkin-Based Reduced Order Modelling for Unsteady Compressible Flows
por: Yang, Bijie, et al.
Publicado: (2026)

Unsteady Load Mitigation through Passive Pitch
por: Liu, Yabin, et al.
Publicado: (2024)

Data-Efficient Deep Operator Network for Unsteady Flow: A Multi-Fidelity Approach with Physics-Guided Subsampling
por: Yang, Sunwoong, et al.
Publicado: (2025)

Wave-crests around obstacles in odd viscous liquids
por: Kirkinis, E., et al.
Publicado: (2025)

On bifurcations and traction forces on an obstacle in incompressible flow
por: Cach, Jakub, et al.
Publicado: (2025)

A Mesh-Adaptive Hypergraph Neural Network for Unsteady Flow Around Oscillating and Rotating Structures
por: Gao, Rui, et al.
Publicado: (2025)

Using Physics Informed Neural Network (PINN) and Neural Network (NN) to Improve a $k-ω$ Turbulence Model
por: Davidson, Lars
Publicado: (2025)

Unsteady aerodynamic theory and experiments of hovering membrane wings
por: Tiomkin, Sonya, et al.
Publicado: (2025)

Unsteady Thermal and Flow Structures of an Impinging Sweeping Jet
por: Castellanos, Rodrigo, et al.
Publicado: (2025)

Identification of Settling Velocity with Physics Informed Neural Networks For Sediment Laden Flows
por: Delcey, Mickaël, et al.
Publicado: (2024)

Investigation of Numerical Diffusion in Aerodynamic Flow Simulations with Physics Informed Neural Networks
por: Warey, Alok, et al.
Publicado: (2021)

An experimental study of using artificial reefs as scour protection around an offshore wind monopile
por: Liu, Xin, et al.
Publicado: (2025)

Unsteadiness in turbulent separated flow over a three-dimensional Gaussian bump
por: Manohar, Kevin H., et al.
Publicado: (2026)

Finite Volume Physical Informed Neural Network (FV-PINN) with Reduced Derivative Order for Incompressible Flows
por: Su, Zijie, et al.
Publicado: (2024)

Physics-Informed Neural Networks for Weakly Compressible Flows Using Galerkin-Boltzmann Formulation
por: Aygun, Atakan, et al.
Publicado: (2024)

An approximate Riemann solver approach in Physics-Informed Neural Networks for hyperbolic conservation laws
por: Urbán, Jorge F., et al.
Publicado: (2025)

Unsteady evolution of slip and drag in surfactant-contaminated superhydrophobic channels
por: Tomlinson, Samuel D., et al.
Publicado: (2023)

Unsteady separation and oscillations in a compressible wake of a cylinder
por: Gai, Sudhir, et al.
Publicado: (2024)

A 1D Model for the Unsteady Gas Dynamics of Ejectors
por: Berghe, Jan Van den, et al.
Publicado: (2022)