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Viscoplasticity model stochastic parameter identification: Multi-scale approach and Bayesian inference2022 HAL (Le Centre pour la Communication Scientifique Directe) article Decision Sciences Probabilistic and Robust Engineering Design
Cong-Uy Nguyen, Truong‐Vinh Hoang, Emina Hadžalić, Simona Dobrilla, Hermann Georg Matthies, Adnan Ibrahimbegović
0citations -
Impact of model parametrization and formulation on the explorative power of electricity network congestion management models - Insights from a grid model comparison experiment2022 Renewable and Sustainable Energy Reviews article Engineering Electric Power System Optimization Open access
Hannes Hobbie, Jonas Mehlem, Christina Wolff, Lukas Weber, Franziska Flachsbarth, Dominik Möst, +1 more
31citations -
Exploring Parameter and Hyper-Parameter Spaces of Neuroscience Models on High Performance Computers With Learning to Learn2022 Frontiers in Computational Neuroscience article Neuroscience Neural dynamics and brain function Open access
Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aarón Pérez Martín, +4 more
9citations -
A Quantitative Systems Pharmacology Perspective on the Importance of Parameter Identifiability2022 Bulletin of Mathematical Biology article Biochemistry, Genetics and Molecular Biology Gene Regulatory Network Analysis Open access
Anna Sher, Steven Niederer, Gary R. Mirams, Anna Kirpichnikova, Richard Allen, Pras Pathmanathan, +3 more
48citations -
Exploring hyper-parameter spaces of neuroscience models on high performance computers with Learning to Learn2022 arXiv (Cornell University) preprint Neuroscience Neural dynamics and brain function Open access
Alper Yegenoglu, Anand Subramoney, Thorsten Hater, Cristian Jimenez-Romero, Wouter Klijn, Aarón Pérez Martín, +4 more
0citations -
Order Reduction of a Nonlinear Convection-Dominated Model of Heart Valve Tissue Maturation2022 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Physics and Astronomy Model Reduction and Neural Networks
Kirsten VoB, Ahmed Elkhashap, Lorenz Dörschel, Maximilian P. Werner, Vytautas Kučikas, Marc A.M.J. van Zandvoort, +2 more
0citations -
Can the Kuznetsov Model Replicate and Predict Cancer Growth in Humans?2022 Bulletin of Mathematical Biology article Mathematics Mathematical Biology Tumor Growth Open access
Mohammad El Wajeh, Falco Jung, Dominik Bongartz, Chrysoula Dimitra Kappatou, Narmin Ghaffari Laleh, Alexander Mitsos, +1 more
6citations -
Can the Kuznetsov Model Replicate and Predict Cancer Growth in Humans?2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Mathematics Mathematical Biology Tumor Growth Open access
Mohammad El Wajeh, Falco Jung, Dominik Bongartz, Chrysoula Dimitra Kappatou, Narmin Ghaffari Laleh, Alexander Mitsos, +1 more
0citations -
KiDS-1000: Combined halo-model cosmology constraints from galaxy abundance, galaxy clustering and galaxy-galaxy lensing2022 Edinburgh Research Explorer (University of Edinburgh) article Physics and Astronomy Cosmology and Gravitation Theories Open access
Andrej Dvornik, Catherine Heymans, Marika Asgari, Constance Mahony, Benjamin Joachimi, Maciej Bilicki, +10 more
1citations