UncertaintyProtein-AI4S
Summary
UncertaintyProtein-AI4S is the local project-name entry for protein-optimization-feedback-shift. It is Vipin’s AI4S project on uncertainty-aware closed-loop protein sequence optimization under feedback distribution shift.
Key Facts
- EXTRACTED: The local root is
D:/Research/UncertaintyProtein-AI4S. - EXTRACTED: The executable codebase lives under
D:/Research/UncertaintyProtein-AI4S/protein_bo_conformal. - EXTRACTED: The project studies when calibration stops tracking decision quality, when weighted conformal recovers under shift, and when proposal/batch policy explains observed uncertainty effects.
- EXTRACTED: The project is in final paper-preparation mode according to the inspected README.
- INFERRED: For durable conceptual discussion, protein-optimization-feedback-shift is the cleaner topic title; for local project lookup, this page preserves the exact folder/project name.
Relationships
- Same project as protein-optimization-feedback-shift.
- Part of research-projects and vipin-research-project-map.
Open Questions
- Which exact manuscript title should become the canonical public-facing title?
- Which final server refresh outputs should be reflected in the wiki after they are produced?