← All projectsGitHub
Digital twins & sim-to-real

Does a twin with correct sliding friction still miss stick-slip hunting from static friction?

research/stiction-twin

A twin with the right sliding friction says the PID loop converges, and with no stiction it does; a breakaway excess Fs−Fc makes the real loop stick-slip hunt at ≈0.5–0.9 ΔF/kp (independent of Fc), and short runs can mistake a long stick for convergence.

8 tests

What it found

Unit mass under PID, frictionless twin stable (error below 1e-58). With Fs=Fc (sliding friction identified correctly) the real loop converges in all 15 cases tried, so that twin validates. With a stiction excess ΔF=Fs−Fc it hunts in stick-slip at 0.54–0.93 ΔF/kp in four of five gain settings, independent of Fc (0 to 20) and of the start, falling with damping; one setting (kd=4, ki=5) converges. Scaling is bit-exact for power-of-two scales but the cycle is unique only to about three digits. Negative result: a 1000 s run can show a motionless “converged” error for large Fc/ki while a 20 000 s run still hunts; the amplitude constant has no closed form here. Follow-up to the backlash twin. Stylised: unit mass, Coulomb plus static friction, noiseless.

A figure from its own output

Figure produced by research/stiction-twin: timestep
stiction-twin/experiments/timestep.svg, written by the project's own experiment code.

Paper, code and results

More in Digital twins & sim-to-real

All 164 Digital twins & sim-to-real projects →

Other research topics

Proper scoring & elicitation28Effort & peer prediction9Verification games & slashing19Detection & tolerances14Markets as routers13Prediction-market design9Paying contributors8Decentralised training systems23Digital twins & sim-to-real164LLM chip design loops40Robot manufacturing loops53Ambient AI assistant46Self-replicating manufacturing34Simulation-first design64Engineered clothing45Task-specific AI accelerators40Algorithmic chip-design loops42Open-source purpose-built robots44The software-engineering loop43Adversarial human imitation41Open-source residential construction41Autonomous multi-angle capture34Sensing, imaging and 3D31Energy supply and dense energy storage39Robot societies among people31Agentic co-design of low-cost robots27Laundry-hanging robots25Machine learning on qualitative data23Robots on the building site27Civilizations & group psychology1History & human sciences1

Produced with AI assistance (Claude). Results are from the code in this repository and are simulated or stylised unless the abstract says otherwise; nothing here implies affiliation with or endorsement by any lab, researcher or company cited. MIT licensed.