physics · classical, wave, and quantum dynamics
Discovery of physical models from simulated observations Recovering equations of motion, Hamiltonians, and other model structure by designing and analyzing experiments in initially unknown simulated systems.
Benchmark campaign 1 documented attempt
Status recorded as of 2026-07-08 The environments are controlled simulations, allowing both successful recovery and premature commitment to incorrect models to be scored.
Open reference source ↗ Attempt ledger
What has been tried? A complete attempt outcome does not automatically change the editorial status of the underlying problem.
01 Sep 29, 2025 · campaign SciExplorer investigates initially unknown physics models A general-purpose agent used experiments and code to recover equations of motion and Hamiltonians across simulated physical systems, while full logs also preserve premature and incorrect model commitments.
Mixed campaign Peer-reviewed evidence