Precision computational tools for mechanical engineers. Solve structural, fatigue, and dynamic problems with research-grade algorithms and structured output.
Select a Module →Solve shear force, bending moment, and deflection diagrams using Macaulay's method with structured comparator outputs.
AGMA-based spur gear stress analysis with built-in bending limits, surface fatigue tracking, and material indices.
Helical spring design parameters tracking static and fatigue conditions alongside Goodman criterion constraints for reliable life prediction.
Modified Goodman diagram analysis with inverse solver for geometry optimization. Full fatigue life prediction with mean-stress correction factors.
Machine Lab exists at the intersection of classical mechanical engineering theory and modern computational methods. Every tool is built around established standards — AGMA, Goodman, Macaulay — implemented with full transparency into the underlying mathematics.
No black boxes. No approximations without disclosure. Structured outputs designed for engineers who need to verify, compare, and present their work with confidence.
Learn More About Machine LabEvery routine references industry-established methods. AGMA, ISO, Goodman — not proprietary approximations.
Full equation traceability. Intermediate values surfaced at every step so engineers can verify results independently.
Results formatted for comparison and reporting. Designed to integrate directly into engineering documentation workflows.
Fast parameter sweeps, inverse solvers, and safety factor tracking — built for design optimization, not just single-pass verification.