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Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Jesus Gonzalez-Sieiro, David Pardo, Vincenzo Nava, Victor M. Calo, Markus Towara
5citations -
Dissecting the Complexities of Learning With Infinite Hidden Markov Models2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Memory and Neural Mechanisms Open access
Sebastian A. Bruijns, Kcénia Bougrova, Inês C. Laranjeira, Petrina Lau, Guido T. Meijer, Nathaniel J Miska, +6 more
11citations -
Explore or exploit? A model‐based screening strategy for PETase secretion by Corynebacterium glutamicum2022 Biotechnology and Bioengineering article Biochemistry, Genetics and Molecular Biology Enzyme Production and Characterization Open access
Laura M. Helleckes, Carolin Müller, Tim Griesbach, Vera Waffenschmidt, Matthias Moch, Michael Osthege, +2 more
22citations -
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 -
Neural Architecture and Hyperparameter Selection Through Meta-Learning on Time Series2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Machine Learning and Data Classification Open access
Erfan Moeini, Christopher Vox, Marie Anastacio, Wadie Skaf, Mitra Baratchi, Holger H. Hoos
0citations -
Goal Ontology for Personalized Learning and Its Implementation in Child's Health Self-Management Support2023 IEEE Transactions on Learning Technologies article Computer Science Intelligent Tutoring Systems and Adaptive Learning Open access
Rifca Peters, Willeke van Vught, Joost Broekens, Mark A. Neerincx
13citations