Stars
Adding hard constraints to Transformer architectures to ensuse constant global vorticity predicitons in N-S flow
Numerically solve a Vorticity PDE with periodic boundary conditions using a Stream function
WingFlowLES: LES simulation of turbulent flow over a Clark Y airfoil at -20° angle, using a 600x400 grid, 60,000 steps, Smagorinsky model, and IB method, visualizing lift and vorticity in a 4K, 240…
python code for dynamic tropopause calculations
A simple, stochastic, a-posteriori, turbulence closure model based on a reduced subgrid scale term.
GPU-accelerated Vortex Particle Flow Map (VPFM) fluid simulations in Taichi — hybrid Eulerian–Lagrangian method with near-zero numerical dissipation.
This repository provides examples to show how lidar measurement and physics-informed neural network can be combined for wind field reconstruction.
Productive, portable, and performant GPU programming in Python.
Advanced Physics Engines 2020: A Hands-on Tutorial
A 3D sparse LBM solver implemented using Taichi
Fortran90 Computational Fluid Dynamics (CFD) code designed to solve the 3D Navier-Stokes equations for incompressible flow using a high-order finite difference method
Simulate satellite images from WRF and MPAS model output
A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting (WRF-ARW) Model.
The official repository for the Weather Research and Forecasting (WRF) model
We reconstructed the Fortran-version mesoscale numerical weather prediction model WRF in Python & Pytorch, enabling its seamless integration into various artificial intelligence (AI) frameworks. Th…
HYPER: A PINN approach to reconstruct 3D wind fields from meteor measurements
Various methods for solving PDEs using artificial intelligence
CFD codes written based on examples in various books like Patnakar, Versteeg etc
🖥️ Native OpenFOAM for macOS. OpenFOAM v2512 now available!
adoptive weights Physics-Informed Neural networks for solving 3D turbulent flow in steady-state condition. flow over a big cities in Japan.
Large Eddy Simulator for Study of Urban Boundary-Layer Flows
uDALES: large-eddy-simulation software for urban flow, dispersion and microclimate modelling