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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 -
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 -
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 -
Altered Neural Responses to Punishment Learning in Conduct Disorder2025 Biological Psychiatry Cognitive Neuroscience and Neuroimaging article Neuroscience Neural and Behavioral Psychology Studies Open access
Erik M. Elster, Ruth Pauli, Graeme F. Fairchild, Maria McDonald, Sarah Baumann, Justina Sidlauskaite, +7 more
4citations -
MobileCrack: Object Classification in Asphalt Pavements Using an Adaptive Lightweight Deep Learning2020 Journal of Transportation Engineering Part B Pavements article Engineering Infrastructure Maintenance and Monitoring
Yue Hou, Qiuhan Li, Qiang Han, Bo Peng, Linbing Wang, Xingyu Gu, +1 more
59citations -
Conduct Disorder Is Associated With Heightened Action Initiation and Reduced Learning From Punishment but Not Reward2025 Biological Psychiatry article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access
Ruth Pauli, Inti Angelo Brazil, Gregor Kohls, Tobias U. Hauser, Lisa Gistelinck, Dimitris G. Dikeos, +11 more
3citations -
Machine-learning-based surrogate modeling of microstructure evolution using phase-field2022 Computational Materials Science article Materials Science Machine Learning in Materials Science
Iman Peivaste, Nima Hamidi Siboni, Ghasem Alahyarizadeh, Reza Ghaderi, Bob Svendsen, Dierk Raabe, +1 more
62citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
0citations