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Chrysoula D. Kappatou
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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
422019
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
322020
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
172018
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
92022
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
92020
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
72019
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
62017
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
42023
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
42019
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
32023
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
32022
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, SS Garcia, 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
Nonlinear Dynamic System Identification of Monoclonal Antibody Production
F Shabnam, A Romanov, CD Kappatou, AM Schweidtmann, A Mitsos
2019 AIChE Annual Meeting, 2019
2019
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