Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery.

arXiv:2610.32195v1 Announce Type: cross Abstract: Scientific discovery requires identifying the scientific principles underlying observed phenomena to guide further investigation. As these empirical principles are often unknown in complex discovery processes,