Collaborative Principle Evolution via Evidence Transfer for Scientific Discovery

What this work does

COEVOLVE runs multiple principle-evolution branches in parallel and transfers measurements through a coordination layer. Value-of-information routing and context-sensitive evidence weighting are intended to expand exploration while limiting harmful cross-branch transfer.