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A simultaneous approach for training neural differential-algebraic systems of equations2026 Computational Optimization and Applications article Physics and Astronomy Model Reduction and Neural Networks Open access
Laurens R. Lueg, Victor Manuel Cunha Alves, Daniel Schicksnus, John R. Kitchin, Carl D. Laird, Lorenz T. Biegler
11citations -
CT-Based Prediction of Liver Function and Post-PVE Hypertrophy Using an Artificial Neural Network2021 Journal of Clinical Medicine article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Daniel Heise, Maximilian Franz Schulze-Hagen, Jan Bednarsch, Roman Eickhoff, Andreas Kroh, Philipp Bruners, +4 more
9citations -
Evaluation of CT and MRI Radiomics for an Early Assessment of Diffuse Axonal Injury in Patients with Traumatic Brain Injury Compared to Conventional Radiological Diagnosis2025 Clinical Neuroradiology article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Anna-Katharina Meißner, Robin Gutsche, Lenhard Pennig, Christian Nelles, Enrico Budzejko, Christina Hamisch, +5 more
6citations -
Prompt Injection Attacks on Large Language Models in Oncology2024 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access
Jan Clusmann, Dyke Ferber, Isabella C. Wiest, Carolin Victoria Schneider, Titus Josef Brinker, Sebastian Foersch, +2 more
5citations -
Mining the contribution of intensive care clinical course to outcome after traumatic brain injury2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access
Shubhayu Bhattacharyay, Pier Francesco Caruso, Cecilia A. I. Åkerlund, Lindsay Wilson, Robert David Stevens, David Krishna Menon, +3 more
2citations -
Linking microstructure informatics with characterization knowledge in additively manufactured composites through customized and hybrid vision-language representations for automated qualification2025 Advanced Engineering Informatics article Computer Science Multimodal Machine Learning Applications Open access
Mutahar Safdar, Gentry Wood, Max Zimmermann, Guy Lamouche, Priti Wanjara, Yaoyao Fiona Zhao
2citations -
Biologically Younger Individuals, as Identified by MARK ‐ AGE Biological Age Scores, Display a Distinct Favourable Blood Chemistry Profile Regardless of Age2026 Aging Cell article Biochemistry, Genetics and Molecular Biology Genetics, Aging, and Longevity in Model Organisms Open access
María Moreno‐Villanueva, Michael Junk, Grażyna Mosieniak, Ewa Sikora, Miriam Capri, Paolo Garagnani, +47 more
1citations -
Experimental Data and Evaluation Materials for "An Execution-Aware Evaluation Architecture for AI-Agent Orchestration of Long-Horizon Mobile Manipulation in a Flexible Assembly Environment"2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Robot Manipulation and Learning Open access
Lucas Manassés Pinheiro de Souza, Karthik Mohan, Tiago Sant'Ana, Lukas Bergs, Alexander Moriz, Robert Heinrich Schmitt
0citations -
Experimental Data and Evaluation Materials for "An Execution-Aware Evaluation Architecture for AI-Agent Orchestration of Long-Horizon Mobile Manipulation in a Flexible Assembly Environment"2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Robot Manipulation and Learning Open access
Lucas Manassés Pinheiro de Souza, Karthik Mohan, Tiago Sant'Ana, Lukas Bergs, Alexander Moriz, Robert Heinrich Schmitt
0citations -
Intelligent stiffness computation for plate and beam structures by neural network enhanced finite element analysis2022 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks
Saurabh Balkrishna Tandale, Bernd A. Markert, Marcus Stoffel
30citations -
Introducing a microstructure-embedded autoencoder approach for reconstructing high-resolution solution field data from a reduced parametric space2024 Computational Mechanics article Physics and Astronomy Model Reduction and Neural Networks Open access
Rasoul Najafi Koopas, Shahed Rezaei, Natalie Rauter, Richard Ostwald, Rolf Lammering
8citations