PPolySim OS

Particle · Hardware Startups

Molecular Dynamics (MD) for Hardware Startups

Apply the molecular dynamics (md) to real hardware startups problems — in the browser, with AI assistance.

MD evolves atomic positions under interatomic potentials to reveal thermodynamic and transport properties from first principles.

In hardware startups, teams face challenges like tight budgets, fast iteration, design-to-fab handoff. The molecular dynamics (md) directly supports use cases such as controller prototyping, bracket fabrication, model validation from test data, and PolySim's AI Copilot can recommend settings and catch common setup errors before you run.

Typical Hardware Startups use cases

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Math / Dynamical Systems Kit$19

ODEs, PDEs, chaos, and dynamical-systems exploration.

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