João R. C. Ramos

Enhanced magnetic hyperthermia of CoFe2O4 and MnFe2O4 nanoparticles

M.M. Cruz, Liliana P. Ferreira, João R. C. Ramos et al. · Journal of Alloys and Compounds · 2017 · 93 citations

Natural Sciences, Materials Engineering, Materials Science +14

A general deep hybrid model for bioreactor systems: Combining first principles with deep neural networks

José M. Pinto, Mykaella Mestre, João R. C. Ramos et al. · Computers & Chemical Engineering · 2022 · 58 citations · Full text

Computing, Bioengineering, Biotechnology +15

From Shallow to Deep Bioprocess Hybrid Modeling: Advances and Future Perspectives

Roshanak Agharafeie, João R. C. Ramos, Jorge M. Mendes et al. · Fermentation · 2023 · 30 citations · Full text

Life Sciences, Bioengineering, Biotechnology +17

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