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Predictive Bioprocess Modelling Using Gaussian Processes in JAX

This repository contains a probabilistic modelling framework for predicting metabolite concentrations in a simplified biocultivation process. The model is built using Gaussian Processes (GPs) in JAX and accounts for uncertainty in both measurements and predictions.

For more details, refer to 'documentation.pdf'.

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