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1. A hybrid neural network-first principles approach to process modeling

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   09 Jun 2023 | Contributor(s):: Psichogios, Dimitris C., Ungar, Lyle H.

   A hybrid neural network‐first principles modeling scheme is developed and used to model a fedbatch bioreactor. The hybrid model combines a partial first principles model, which incorporates the available prior knowledge about the process being modeled, with a neural network which...