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1. cell-culture-ai-benchmark cell-culture-ai-benchmark Public

   Reproducible public-data analysis, held-out validation, Pareto ranking, and non-compensatory biological scoring for:

   TeX 1

2. ClinSynth-Guard-Public-Evaluation-Framework ClinSynth-Guard-Public-Evaluation-Framework Public

   ClinSynth-Guard is a reproducible public benchmark reanalysis and a non-compensatory evaluation framework for generative clinical-dataset enhancement

   TeX 1

3. sindy-bo-bioprocess-benchmark- sindy-bo-bioprocess-benchmark- Public

   Reproducible code, data, precomputed outputs, and manuscript source for: Stress-Testing SINDy-BO for Data-Limited Fed-Batch Development: Sparse Dynamics, Model Exploitation, and Support-Aware Optim…

   TeX 1

4. CONSTRAINT-DECOMPOSITION-for-Multi-Objective-RLHF CONSTRAINT-DECOMPOSITION-for-Multi-Objective-RLHF Public

   Early-stage research exploring decomposed reward modeling for complex instruction-following in large language models.

   Python 2

5. HostBridge-Bioprocess HostBridge-Bioprocess Public

   A reproducible research prototype for **host-adaptive, uncertainty-aware hybrid models** for mammalian cell-culture media and feed development.

   Python 1

6. bioprocess-hybrid-twin.tar.gz bioprocess-hybrid-twin.tar.gz Public

   HALO-Twin: a host-agnostic, applicability-domain-gated hybrid twin with calibrated uncertainty for mammalian cell-culture feed optimisation

   Python 1