Generate
Build proposal pools or parameterise a new search region.
CODE & REPRODUCIBILITY
From proposal pools to empirical feedback.
The implementation follows the same four-part loop across neural-network programs, antibody sequences and molecular structures.
Estimate
Fit a surrogate to completed external evaluations.
Acquire
Rank candidates by expected gain and reducible uncertainty.
Distil
Train a smaller proposal model on actions and research rationales.