| Kinetic and hybrid modeling for yeast astaxanthin production under uncertainty F Vega‐Ramon, X Zhu, TR Savage, P Petsagkourakis, K Jing, D Zhang Biotechnology and Bioengineering 118 (12), 4854-4866, 2021 | 41 | 2021 |
| A transfer learning approach for predictive modeling of bioprocesses using small data AW Rogers, F Vega‐Ramon, J Yan, EA del Río‐Chanona, K Jing, ... Biotechnology and Bioengineering 119 (2), 411-422, 2022 | 36 | 2022 |
| Investigating ‘greyness’ of hybrid model for bioprocess predictive modelling AW Rogers, Z Song, FV Ramon, K Jing, D Zhang Biochemical Engineering Journal 190, 108761, 2023 | 23 | 2023 |
| An MIQP framework for metabolic pathways optimisation and dynamic flux analysis L Gerken-Starepravo, X Zhu, BA Cho, F Vega-Ramon, O Pennington, ... Digital Chemical Engineering 2, 100011, 2022 | 9 | 2022 |
| Cracking the physical insight of power law models: Bridging the gap between macroscopic kinetics and surface coverages F Vega‐Ramon, AW Rogers, C Hardacre, D Zhang AIChE Journal 71 (1), e18616, 2025 | | 2025 |
| Transient Flow-Assisted Kinetic Modelling and Reaction Network Identification for Pyrazole Synthesis F Vega-Ramon, L Schrecker, MA de Carvalho Servia, KKM Hii, D Zhang Computer Aided Chemical Engineering 53, 55-60, 2024 | | 2024 |
| Comparison of machine learning based hybrid modelling methodologies for dynamic simulation of chemical reaction networks H Kay, F Vega-Ramon, D Zhang Computer Aided Chemical Engineering 53, 133-138, 2024 | | 2024 |
| Physical Model Construction F Vega-Ramon, D Zhang | | 2023 |
| Hybrid Modelling Under Uncertainty: Effects of Model Greyness, Data Quality and Data Quantity AW Rogers, Z Song, F Vega Ramon, K Jing, D Zhang | | 2023 |
| Reaction Network Simulation and Model Reduction F Vega-Ramon, W Wang, W Wu, D Zhang | | 2023 |
| Developing a rigorous chemical reaction network reduction strategy for n-hexadecane hydroisomerisation F Vega-Ramon, W Wang, W Wu, D Zhang Computer Aided Chemical Engineering 52, 157-162, 2023 | | 2023 |
| Part I: Model Construction Theory Chapter 1 Physical Model Construction 3 F Vega-Ramon, D Zhang | | |
| Gaining Kinetic Insights into Knorr Pyrazole Synthesis via Transient Flow Experiments F Vega-Ramon, KKMH Linden Schrecker, D Zhang | | |
| Exploiting the Underlying Relationships Between Apparent Kinetic Parameters and Surface Coverages F Vega-Ramon, C Hardacre, D Zhang | | |
| Digital Chemical Engineering L Gerken-Starepravo, X Zhu, BA Cho, F Vega-Ramon, O Pennington, ... | | |
