Automate high-performance CFD simulations and analysis in Python.
npx skills add https://github.com/m0at/claudemd --skill fluidsim-m0at
Please help me install this Agent Skill. Skill: fluidsim Source: https://github.com/m0at/claudemd/tree/main/skills/fluidsim Command: npx skills add https://github.com/m0at/claudemd --skill fluidsim-m0at
FluidSim provides a robust Python framework to run, configure, and analyze high-performance computational fluid dynamics simulations, including Navier-Stokes and related geophysical flows, with built-in HPC support and comprehensive post-processing.
Install FluidSim and run a small example to generate outputs for inspection.
High-intent search queries and answers about installing and using this skill.
You can run Navier-Stokes simulations in Python by configuring solver parameters and executing the simulation through an object-oriented framework. This approach uses FFT-based pseudospectral methods for high-performance fluid dynamics analysis.
Yes, MPI parallelization is supported for high-performance CFD simulations in Python. The framework enables distributed execution of 2D/3D Navier-Stokes and stratified geophysical flows, allowing scalable computation on HPC infrastructure.
Automating parameter sweeps for shallow-water flow models is handled through configurable solver selection and strict parameter handling. The framework raises AttributeError on typos, ensuring parameter configurations are validated before simulation execution.
Yes, the CFD framework supports post-processing and interactive visualization of simulation data. It provides an end-to-end workflow from parameter configuration to rich output analysis, enabling you to derive insights directly from the simulation results.
Configuring 2D and 3D stratified geophysical flows in a Python CFD environment involves selecting the appropriate solver and defining parameters in YAML frontmatter. The framework supports multiple solvers for these specific geophysical flow types.
If you make a typo in the configuration parameters for a fluid dynamics simulation, the framework enforces strict parameter handling and raises an AttributeError. This prevents silent errors and ensures only valid parameters are processed.
qinyan-aiExecute pseudospectral CFD simulations of Navier-Stokes, shallow water, and stratified flows in Python.
biomaps-infraProvides a Python framework for CFD simulations using pseudospectral methods and MPI.
ovachieverSimulate 2D/3D Navier–Stokes, shallow water, and stratified flows with MPI and FFT solvers.
tassiovaleSolve Navier-Stokes and shallow water equations with pseudospectral FFT methods in Python.
