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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.

The environments are controlled simulations, allowing both successful recovery and premature commitment to incorrect models to be scored.

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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 · campaignSciExplorer 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 campaignPeer-reviewed evidence