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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Dongda Zhang

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2 papers indexed here

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Open access Sep 2026

Enabling Bioprocess Upscaling Prediction Through Hybrid Modelling and Transfer Learning Under Small-Data Scenarios.

Accurate prediction of bioprocess scale-up is critical for accelerating the deployment of novel and sustainable biomanufacturing systems. However, this remains challenging as multi-scale data is expensive to generate and mechanistic understanding is often incomplete, leading upscaling decisions to rely heavily on empir...

Harvey Al-Ramadhan, Fernando Vega-Ramon, Keju Jing et al. · 0 citations
Open access Aug 2026

Automated Data-Efficient Symbolic Regression for Interpretable Bioprocess Model Development.

Bioprocessing is central to the sustainable manufacture of pharmaceuticals, food products, and renewable chemicals. Consequently, developing high-fidelity kinetic models to facilitate accurate process prediction, optimisation, and scale-up is a top research priority. However, bioprocess model construction remains hinde...

Luca Riezzo, Alexander W. Rogers, Harry Kay et al. · 0 citations

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