Tag: Computational Fluid Dynamics

PINN Model

A HuggingFace repository hosting a Physics-Informed Neural Network model for hydrostatic fluid mechanics computations, applying physics-based constraints to deep learning approaches.

PINN

A Physics-Informed Neural Network model for solving compressible Euler equations, hosted on HuggingFace.

CFD Surrogate

A HuggingFace-hosted dataset repository for computational fluid dynamics surrogate modeling, containing data resources for CFD simulation and surrogate model development.

Computational Fluid Dynamics

A computational fluid dynamics surrogate model training dataset hosted on HuggingFace by user harryshah14.

CFD/Fluid Dynamics

A Transformer-based neural operator approach for 3D wind field prediction over complex mountainous terrain, addressing bottlenecks in traditional CFD methods that require expert-intensive mesh generation and computationally expensive iterative solvers.