| Dyos-a framework for optimization of large-scale differential algebraic equation systems A Caspari, AM Bremen, JMM Faust, F Jung, CD Kappatou, S Sass, ... Computer Aided Chemical Engineering 46, 619-624, 2019 | 44 | 2019 |
| Model compendium, data, and optimization benchmarks for sector-coupled energy systems S Sass, T Faulwasser, DE Hollermann, CD Kappatou, D Sauer, T Schütz, ... Computers & chemical engineering 135, 106760, 2020 | 36 | 2020 |
| Model-based dynamic optimization of monoclonal antibodies production in semibatch operation—Use of reformulation techniques CD Kappatou, A Mhamdi, AQ Campano, A Mantalaris, A Mitsos Industrial & Engineering Chemistry Research 57 (30), 9915-9924, 2018 | 17 | 2018 |
| Global dynamic optimization with Hammerstein–Wiener models embedded CD Kappatou, D Bongartz, J Najman, S Sass, A Mitsos Journal of Global Optimization 84 (2), 321-347, 2022 | 16 | 2022 |
| Quality-targeting dynamic optimization of monoclonal antibody production CD Kappatou, A Ehsani, S Niedenführ, A Mhamdi, A Schuppert, A Mitsos Computers & Chemical Engineering 142, 107004, 2020 | 9 | 2020 |
| Towards model-based optimization for quality by design in biotherapeutics production A Ehsani, CD Kappatou, A Mhamdi, A Mitsos, A Schuppert, S Niedenfuehr Computer Aided Chemical Engineering 46, 25-30, 2019 | 9 | 2019 |
| Dynamic optimization of the production of monoclonal antibodies in semi-batch operation CD Kappatou, A Mhamdi, AQ Campano, A Mantalaris, A Mitsos Computer Aided Chemical Engineering 40, 2161-2166, 2017 | 6 | 2017 |
| Probabilistic predictions for partial least squares using bootstrap J Odgers, C Kappatou, R Misener, S García Muñoz, S Filippi AIChE Journal 69 (7), e18071, 2023 | 4 | 2023 |
| Can the Kuznetsov Model Replicate and Predict Cancer Growth in Humans? M El Wajeh, F Jung, D Bongartz, CD Kappatou, N Ghaffari Laleh, A Mitsos, ... Bulletin of mathematical biology 84 (11), 130, 2022 | 4 | 2022 |
| Sequential and simultaneous optimization strategies for increased production of monoclonal antibodies CD Kappatou, O Altunok, A Mhamdi, A Mantalaris, A Mitsos Computer Aided Chemical Engineering 46, 1021-1026, 2019 | 4 | 2019 |
| An Optimization Approach Coupling Preprocessing with Model Regression for Enhanced Chemometrics CD Kappatou, J Odgers, S García-Muñoz, R Misener Industrial & Engineering Chemistry Research 62 (15), 6196-6213, 2023 | 3 | 2023 |
| BoFire: Bayesian Optimization Framework Intended for Real Experiments JP Dürholt, TS Asche, J Kleinekorte, G Mancino-Ball, B Schiller, S Sung, ... arXiv preprint arXiv:2408.05040, 2024 | | 2024 |
| Mixed-Output Gaussian Process Latent Variable Models J Odgers, C Kappatou, R Misener, S Filippi arXiv preprint arXiv:2402.09122, 2024 | | 2024 |
| Optimization-Based Approaches for Explainable, Automated Chemometric Models C Kappatou, J Odgers, SS Garcia, R Misener 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Uncertainty Propagation for Probabilistic Prediction in Partial Least Squares Using Bootstrap Methods J Odgers, C Kappatou, R Misener, SS Garcia, S Filippi 2022 AIChE Annual Meeting, 2022 | | 2022 |
| Optimization Methods for Exploring Accuracy Versus Robustness of a Regression Prediction in Process Analytical Technology C Kappatou, J Odgers, SG Munoz, R Misener 2022 AIChE Annual Meeting, 2022 | | 2022 |
| MAiNGO–A Global Optimizer for Process Engineering: Algorithm and Applications in Process Design and Machine Learning D Bongartz, S Fahr, J Najman, CD Kappatou, S Sass, AM Schweidtmann, ... Chemie Ingenieur Technik 94 (9), 1217-1217, 2022 | | 2022 |
| Deterministic Global Dynamic Optimization of Hammerstein-Wiener Models CD Kappatou, S Sass, J Najman, D Bongartz, A Mitsos 2020 Virtual AIChE Annual Meeting, 2020 | | 2020 |
| Dynamic Optimization Strategies Towards Addressing the Challenges in Protein Therapeutics CD Kappatou, A Mhamdi, A Mitsos 2020 Virtual AIChE Annual Meeting, 2020 | | 2020 |
| Dynamic optimization strategies for monoclonal antibody production CD Kappatou Dissertation, Rheinisch-Westfälische Technische Hochschule Aachen, 2020, 2020 | | 2020 |
Alexander MitsosAVT Systemverfahrenstechnik, RWTH Aachen University and Energy Systems Engineering IEK-10Verified email at alum.mit.edu
