| Data | Título | Autor(es) | Tipo | Acesso |
| Set-2022 | A general deep hybrid model for bioreactor systems | Pinto, José; Mestre, Mykaella; Ramos, J.; Costa, Rafael S.; Striedner, Gerald; Oliveira, Rui | article |  |
| 1-Mar-2023 | A General Hybrid Modeling Framework for Systems Biology Applications | Pinto, José; Ramos, João R. C.; Costa, Rafael S.; Oliveira, Rui | article | |
| 17-Ago-2025 | A Physics-Informed Neural Network (PINN) framework for generic bioreactor modelling | Thirugnanasambandam, Monesh kumar; Pinto, José; Moskovkina, Ekaterina; Costa, Rafael S.; Oliveira, Rui Manuel Freitas | article | |
| 1-Ago-2023 | An Overview of Mathematical Modelling in Cancer Research | Vieira, Lourenço Côrte; Costa, Rafael S.; Valério, Duarte | review | |
| 2020 | Development of a preoperative risk score on admission in surgical intermediate care unit in gastrointestinal cancer surgery | Fernandes, Antero; Rodrigues, Jéssica; Antunes, Luís; Lages, Patrícia; Santos, Carla Salomé; Moreira-Gonçalves, Daniel; Costa, Rafael S.; Sousa, Joaquim Abreu; Dinis-Ribeiro, Mário; Santos, Lúcio Lara | article | |
| Dez-2021 | DI2 | Alexandre, Leonardo; Costa, Rafael S.; Henriques, Rui | article | |
| 2023 | Hybrid deep modeling of a CHO-K1 fed-batch process | Pinto, José; Ramos, João R. C.; Costa, Rafael S.; Rossell, Sergio; Dumas, Patrick; Oliveira, Rui | review | |
| 8-Jul-2023 | Hybrid Deep Modeling of a GS115 (Mut+) Pichia pastoris Culture with State–Space Reduction | Pinto, José; Ramos, João R. C.; Costa, Rafael S.; Oliveira, Rui | article | |
| 28-Nov-2020 | KiMoSys 2.0: an upgraded database for submitting, storing and accessing experimental data for kinetic modeling | Mochão, Hugo; Barahona, Pedro; Costa, Rafael S. | article | |
| 2023 | On the challenges of predicting treatment response in Hodgkin’s Lymphoma using transcriptomic data | Patrício, André; Costa, Rafael S.; Henriques, Rui | article | |
| Dez-2021 | On the predictability of postoperative complications for cancer patients | Gonçalves, Daniel; Henriques, Rui; Santos, Lúcio Lara; Costa, Rafael S. | article | |
| 1-Abr-2021 | Predictability of COVID-19 hospitalizations, intensive care unit admissions, and respiratory assistance in Portugal | Patrício, André; Costa, Rafael S.; Henriques, Rui | article | |
| 17-Out-2023 | Predicting metabolic fluxes from omics data via machine learning | Gonçalves, Daniel M.; Henriques, Rui; Costa, Rafael S. | article | |
| 1-Jul-2021 | Predicting postoperative complications in cancer patients | Gonçalves, Daniel M.; Henriques, Rui; Costa, Rafael S. | article | |
| 3-Dez-2019 | Root causes and outcomes of postoperative pulmonary complications after abdominal surgery: A retrospective observational cohort study | Fernandes, Antero; Rodrigues, Jéssica; Lages, Patrícia; Lança, Sara; Mendes, Paula; Antunes, Luís; Santos, Carla Salomé; Castro, Clara; Costa, Rafael S.; Lopes, Carlos Silva; Da Costa, Paulo Matos; Santos, Lúcio Lara | article | |
| Jan-2023 | SBML2HYB | Pinto, José; Costa, Rafael S.; Alexandre, Leonardo; Ramos, João; Oliveira, Rui | article | |
| 30-Set-2022 | Time-Lagged Correlation Analysis of Shellfish Toxicity Reveals Predictive Links to Adjacent Areas, Species, and Environmental Conditions | Patrício, André; Lopes, Marta B.; Costa, Pedro Reis; Costa, Rafael S.; Henriques, Rui; Martins, Susana de Almeida Mendes Vinga | article | |
| Mai-2024 | TriSig | Alexandre, Leonardo; Costa, Rafael S.; Henriques, Rui | article | |
