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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 -
External Cross-validation of Two Ciprofloxacin Population Pharmacokinetic Models in Patients in Intensive Care2025 Therapeutic Drug Monitoring article Medicine Antibiotics Pharmacokinetics and Efficacy Open access
Irma M. Rigter, Eleonora L. Swart, Roger J. M. Brüggemann, Tingjie Guo, Paul Elbers, Reinier M. van Hest
0citations -
Performance of the IMPACT and CRASH prognostic models for traumatic brain injury in a contemporary multicenter cohort: a TRACK-TBI study2024 Journal of neurosurgery article Medicine Traumatic Brain Injury and Neurovascular Disturbances Open access
John K. Yue, Xiaoying Sun, Thomas Arjan van Essen, Mahmoud M. Elguindy, Patrick J. Belton, Dana Pisică, +58 more
47citations -
An FPGA-Based Real-Time Spatial Harmonics Model of a PMSM Considering Iron Losses and the Thermal Impact2021 IEEE Transactions on Transportation Electrification article Engineering Electric Motor Design and Analysis Open access
René Scheer, Yannick Bergheim, Daniel Heintges, Niclas Rahner, Rafael Gries, Jakob Andert
31citations -
Model predictive air path control for a two-stage turbocharged spark-ignition engine with low pressure exhaust gas recirculation2020 International Journal of Engine Research article Chemical Engineering Advanced Combustion Engine Technologies
Martin Keller, Severin Geiger, Marco Günther, Stefan Pischinger, Dirk Abel, Thivaharan Albin
13citations -
Neural‐Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning2026 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Kianoosh Taghikhani, Yusuke Yamazaki, Markus Apel, Reza Najian Asl, Shahed Rezaei
11citations -
Introducing a Deep Neural Network-Based Model Predictive Control Framework for Rapid Controller Implementation2024 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Advanced Control Systems Optimization Open access
Alexander Winkler, Julian Bedei, Patrick Schaber, Stefan Pischinger, Jakob Andert, Charles Robert Koch
14citations -
Part-mass control in injection molding of recycled thermoplastics by learning-enabled model predictive cavity-pressure control2026 Journal of Process Control article Engineering Advanced Control Systems Optimization Open access
Robert Göllinger, Moritz Mascher, Christopher Schulte, Philipp Schubert, Christian Hopmann, Heike Vallery, +1 more
1citations