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Search Simulation , found 5 results

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FluidSim CFD Framework

K-Dense-AI/claude-scientific-skills

FluidSim is a Python CFD toolkit for pseudospectral Navier-Stokes, shallow-water, and stratified-flow simulations, delivering FFT-based solvers, Pythran/Transonic speedups, MPI scaling, and integrated analysis plus visualization workflows.

Hardware Agnostic Lab Automation

K-Dense-AI/claude-scientific-skills

PyLabRobot is a Python SDK that controls liquid handlers, plate readers, pumps and other lab automation devices through one unified API, ideal for multi-vendor workflows, simulations, and reproducible protocols across platforms.

SimPy Simulation Framework

K-Dense-AI/claude-scientific-skills

SimPy is a Python-based discrete-event simulation framework for modeling queues, resource contention, process-driven workflows, and system interactions across manufacturing, logistics, service operations, and network scenarios before deployment.

Molecular Dynamics Toolkit

molecular-dynamics

K-Dense-AI/claude-scientific-skills

Set up and run OpenMM simulations, then analyze results with MDAnalysis to inspect protein dynamics, ligand binding, and free energy surfaces across production or equilibration trajectories.

Monte Carlo Vulnerability Scan

monte-carlo-vulnerability-detection

sickn33/antigravity-awesome-skills

Leverages Monte Carlo-based simulation to spot potential software vulnerabilities by feeding randomized inputs into modules, tracking failure likelihoods, and highlighting risky code paths for security testing.

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