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Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching2025 neural information processing systems conference-paper Computer Science Anomaly Detection Techniques and Applications Open access
Zhong Li, Qi Zhong Huang, Yuxuan Zhu, Lincen Yang, Mohammad Mohammadi Amiri, Bas van Stein, +1 more
5citations -
Thermodynamically consistent viscoelastic constitutive artificial neural networks: Automating the pipeline from experimental data to finite element simulations2026 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access
Kian P. Abdolazizi, Roland Can Aydin, Christian Johannes Cyron, Kevin Linka
4citations -
Modeling neuron-astrocyte interactions in neural networks using distributed simulation2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access
Han-Jia Jiang, Jugoslava Aćimović, Tiina Manninen, Iiro Ahokainen, Jonas Stapmanns, Mikko Lehtimäki, +4 more
4citations -
GTCN-G: A Residual Graph-Temporal Fusion Network for Imbalanced Intrusion Detection2025 IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom) conference-paper Computer Science Network Security and Intrusion Detection Open access
Tianxiang Xu, Zhichao Wen, Xinyu Zhao, Qi Hu, Yan Li, Chang Liu
4citations -
Transfer-learned Kolosov–Muskhelishvili informed neural networks for fracture mechanics2026 Theoretical and Applied Fracture Mechanics article Engineering Numerical methods in engineering Open access
Shuwei Zhou, Christian Häffner, Shuancheng Wang, Sophie Stebner, Zhen Liao, Bing Yang, +2 more
4citations -
Atom-anchored LLMs speak Chemistry: A Retrosynthesis Demonstration2025 arXiv (Cornell University) preprint Pharmacology, Toxicology and Pharmaceutics Computational Drug Discovery Methods Open access
Alan Kai Hassen, Andrius Bernatavicius, Antonius P. A. Janssen, Mike Preuß, Gerard J. P. van Westen, Djork-Arné Clevert
3citations -
Towards the design of artificial sensing materials via quantum-informed explainable AI2026 Journal of Cheminformatics article Materials Science Machine Learning in Materials Science Open access
Li Chen, Leonardo Rafael Medrano Sandonas, Shirong Huang, Alexander Croy, Gianaurelio Cuniberti
2citations -
The std2 package: A computationally efficient program to calculate molecular response properties and excited states using simplified quantum chemistry methods2026 The Journal of Chemical Physics article Physics and Astronomy Advanced Chemical Physics Studies Open access
Pierre Beaujean, Axel Liger, Arya Satisha, Marilù G. Maraldi, Christoph Bannwarth, Marc de Wergifosse
1citations -
Equivariant Eikonal Neural Networks: Grid-Free, Scalable Travel-Time Prediction on Homogeneous Spaces2025 neural information processing systems conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access
Alejandro García-Castellanos, David R. Wessels, Nicky J. van den Berg, Remco Duits, Daniël M. Pelt, Erik J. Bekkers
1citations