PPolySim OS

Linear solvers · Makers & Hobbyists

Conjugate Gradient (CG) for Makers & Hobbyists

Apply the conjugate gradient (cg) to real makers & hobbyists problems — in the browser, with AI assistance.

CG minimizes the residual over expanding Krylov subspaces, converging far faster than stationary methods for SPD systems common in FEM.

In makers & hobbyists, teams face challenges like expensive desktop tools, bridging simulation to hardware, fast iteration. The conjugate gradient (cg) directly supports use cases such as arduino control loops, 3d-print part design, sensor data logging, and PolySim's AI Copilot can recommend settings and catch common setup errors before you run.

Typical Makers & Hobbyists use cases

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