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Predicting patient response with models trained on cell lines and patient-derived xenografts by nonlinear transfer learning2021 Proceedings of the National Academy of Sciences article Computer Science Computational Drug Discovery Methods Open access
Soufiane M. C. Mourragui, Marco Loog, Daniël J. Vis, Kat S Moore, Anna G. Manjón, Mark A. van de Wiel, +2 more
42citations -
Distributed Economic Nonlinear Model Predictive Control for Flexible Electrified Biodiesel Production─Part I: Sequential Architectures2024 Industrial & Engineering Chemistry Research article Engineering Advanced Control Systems Optimization
Mohammad El Wajeh, Marcel Granderath, Alexander Mitsos, Adel Mhamdi
1citations -
Distributed Economic Nonlinear Model Predictive Control for Flexible Electrified Biodiesel Production─Part II: Sequential and Iterative Architectures with Computational Delay Compensation2024 Industrial & Engineering Chemistry Research article Engineering Advanced Control Systems Optimization
Mohammad El Wajeh, Marcel Granderath, Alexander Mitsos, Adel Mhamdi
2citations -
Time series analysis of groundwater recharge estimation in a tropical basin: A comparison between the nonlinear transfer function noise model and the conventional water table fluctuation method2026 Physics and Chemistry of the Earth Parts A/B/C article Earth and Planetary Sciences Groundwater and Isotope Geochemistry
Muhammad Haikal Razi, Wahyu Wilopo, Doni Prakasa Eka Putra, Thomas R. Rüde
0citations -
A hyper-reduction method using adaptivity to cut the assembly costs of reduced order models2021 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Jack Hale, Elisa Schenone, Davide Baroli, Lars Beex, Stéphane Bordas
13citations -
Second-generation TNFα turnover model for improved analysis of test compound interventions in LPS challenge studies2021 European Journal of Pharmaceutical Sciences article Immunology and Microbiology Immunotoxicology and immune responses Open access
Julia Larsson, Edmund Hoppe, Michael Gautrois, Marija Cvijović, Mats Jirstrand
4citations -
Surrogate models in convection-dominated fault systems: considerations for efficient and reliable realizations2026 Computational Geosciences article Physics and Astronomy Model Reduction and Neural Networks Open access
Thomas Simader, Denise Degen, Tobias Meier, Horst Rüter, Florian Wellmann
1citations -
A biologically plausible recurrent spiking architecture for modeling nonlinear dynamic mechanical systems2026 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Vaishnav Bhaskaran, Saurabh Balkrishna Tandale, Vasileios Polydoras, Agnes Korcsak-Gorzo, Abigail Morrison, Markus Diesmann, +1 more
0citations