PPolySim OS

Fluid · Hardware Startups

3D Smoothed-Particle Hydrodynamics (SPH) for Hardware Startups

Apply the 3d smoothed-particle hydrodynamics (sph) to real hardware startups problems — in the browser, with AI assistance.

This is the 3d variant of the Smoothed-Particle Hydrodynamics (SPH). SPH represents a fluid as particles carrying properties smoothed by a kernel, excelling at free-surface and splashing flows without a grid.

In hardware startups, teams face challenges like tight budgets, fast iteration, design-to-fab handoff. The 3d smoothed-particle hydrodynamics (sph) 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

Upgrade your workspace

Research Paper Repro Kit$29

Tools to reproduce and publish results from a paper.

Get it →

Recommended products

More Hardware Startups simulation