Hybrid machine learning for scale-up of biomass production using photobioreactors

Author:

Sivaram Abhishek,Mehrdadfar Alireza,Greco Lara,Euler Christian,Mansouri Seyed Soheil

Publisher

Elsevier

Reference9 articles.

1. A theoretical derivation of the monod equation with a kinetics sense;Alvarez-Ramirez;Biochemical Engineering Journal,2019

2. Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next;Cuomo,2022

3. NSFnets ( Navier-Stokes flow nets ): Physics-informed neural networks for the incompressible Navier-Stokes equations;Jin;Journal of Computational Physics,2021

4. Sparse identification of nonlinear dynamics for model predictive control in the low-data limit;Kaiser;Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences,2018

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