Patrick Dumas

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Active since

2022

Affiliations

GlaxoSmithKline (Belgium)(Current)

Rede de Química e Tecnologia

Universidade Nova de Lisboa

Patrick Dumas is an author at GlaxoSmithKline (Belgium) specializing in feedforward neural networks, chinese hamster ovary cells, and machine learning.

Publications per year

2022–2024

Publications

Genome-scale modeling of Chinese hamster ovary cells by hybrid semi-parametric flux balance analysis

João R. C. Ramos, Gil Poiares‐Oliveira, Patrick Dumas et al. · Bioprocess and Biosystems Engineering · 2022 · 29 citations · Full text

Life Sciences, Biochemistry, Cellular Metabolism +15

Deep hybrid modeling of a HEK293 process: Combining long short‐term memory networks with first principles equations

João R. C. Ramos, José M. Pinto, Gil Poiares‐Oliveira et al. · Biotechnology and Bioengineering · 2024 · 23 citations · Full text

Engineering, Bioengineering, Biological Engineering +17

Hybrid deep modeling of a CHO-K1 fed-batch process: combining first-principles with deep neural networks

José M. Pinto, João R. C. Ramos, Rafael S. Costa et al. · Frontiers in Bioengineering and Biotechnology · 2023 · 18 citations · Full text

Computing, Bioengineering, Biotechnology +15

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