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fermentation-process

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Machine-learning soft sensor for estimating penicillin concentration using the IndPenSim simulation dataset, with baseline and fault-inclusive models, batch-wise validation, uncertainty estimation, and out-of-distribution detection.

  • Updated Sep 29, 2026
  • Jupyter Notebook

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