Automate high-performance CFD simulations in Python for Navier–Stokes and geophysical flows.
npx skills add https://github.com/OwnLabAI/ownlab --skill fluidsim-ownlabai
Please help me install this Agent Skill. Skill: fluidsim Source: https://github.com/OwnLabAI/ownlab/tree/main/mart/skills/scientific-skills/fluidsim Command: npx skills add https://github.com/OwnLabAI/ownlab --skill fluidsim-ownlabai
FluidSim provides an accessible, high-performance computational fluid dynamics (CFD) workflow in Python, enabling researchers to model turbulent flows, vortex dynamics, and geophysical fluids without switching to low-level languages.
Install fluidsim and run a basic ns2d simulation to observe turbulence and energy spectra.
High-intent search queries and answers about installing and using this skill.
CFD simulations of shallow-water and stratified flows require pseudospectral methods using Fast Fourier Transforms (FFT) for high spatial accuracy. This approach handles complex geophysical fluid dynamics efficiently by transforming equations into spectral space for derivative calculations.
To configure 2D and 3D Navier-Stokes solvers, you define simulation parameters within a Python environment to set initial conditions and boundary behaviors. The framework then automates the pseudospectral solver selection and data output configuration for your specified turbulence or vortex dynamics scenario.
The best way to perform post-processing on geophysical flow outputs is to use built-in interactive analysis and visualization tools within the simulation framework. This allows researchers to directly compute energy spectra and analyze turbulent flow data immediately after the run completes.
Yes, pseudospectral CFD simulation works for shallow-water and stratified flow scenarios. The framework explicitly supports these geophysical fluid models alongside 2D and 3D Navier-Stokes equations, allowing researchers to model complex density-layered dynamics efficiently.
LogauaEngstromRun CFD simulations with FluidSim pseudospectral solvers and MPI parallelization.
ro9er117911Configure and run MATSim simulations with validated XML parameters.
qinyan-aiExecute pseudospectral CFD simulations of Navier-Stokes, shallow water, and stratified flows in Python.
SPIRAL-EDWINSimulate reaction-diffusion PDEs on 1D/2D domains with configurable coefficients.
