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preprint-server

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abdulbasitbehlim / IndPenSim-penicillin-soft-sensor

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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.

open-source machine-learning fermentation preprint digital-twin fermentation-process soft-sensors histgradientboostingclassifier preprint-server indpensim
  • Updated Sep 29, 2026
  • Jupyter Notebook

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