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Jie-Bo Luo

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#machine learning Preprint May 2026

CellScientist: From Execution Feedback to Auditable Model-Revision Trajectories for Cellular Perturbation Prediction

This work presents CellScientist, a protocol-constrained workflow that converts execution and validation feedback into auditable model-revision trajectories, and produces both a selected predictor and an inspectable record of its development.

Meng-Ran Li, Bo Li, Jia-Yi Wang et al. · 0 citations

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