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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
2citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2025 SIAM/ASA Journal on Uncertainty Quantification article Medicine Cardiac Imaging and Diagnostics Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
1citations -
Uncertainty Quantification in Machine Learning Based Segmentation: A Post-Hoc Approach for Left Ventricle Volume Estimation in MRI2023 arXiv (Cornell University) preprint Medicine Cardiovascular Function and Risk Factors Open access
Felix Terhag, Philipp Knechtges, Achim Basermann, Raul F. Tempone
0citations -
A Systematic Review of Differential Equation Models of Neurodegenerative Disease Dynamics: Methods, Architectures, and Future Research Directions0citations
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Cognitive profiles of patients with mild cognitive impairment due to Alzheimer's versus Parkinson's disease defined using a base rate approach: Implications for neuropsychological assessments2021 Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring article Medicine Dementia and Cognitive Impairment Research Open access
Anja Ophey, Steffen Wolfsgruber, Sandra Roeske, Alexandra Anne Polcher, Annika E. Spottke, Lutz Frölich, +25 more
12citations -
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement2023 European Journal of Nuclear Medicine and Molecular Imaging article Medicine Medical Imaging Techniques and Applications Open access
Isaac Shiri, Yazdan Salimi, Mehdi Maghsudi, Elnaz Jenabi, Sara Harsini, Behrooz Razeghi, +18 more
33citations -
Double-loop importance sampling for McKean–Vlasov stochastic differential equation2024 Statistics and Computing article Economics, Econometrics and Finance Stochastic processes and financial applications Open access
Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Shyam Mohan Subbiah Pillai, Raul F. Tempone
9citations -
Integration of physics-informed operator learning and finite element method for parametric learning of partial differential equations2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Ahmad Moeineddin, Michael Kaliske, Markus Apel
0citations -
Definition, Classification, Diagnosis and Differential Diagnosis of Diabetes Mellitus: Update 20232024 Experimental and Clinical Endocrinology & Diabetes article Biochemistry, Genetics and Molecular Biology Diabetes and associated disorders Open access
Stefan Pleus, Andrea Tytko, Rüdiger Landgraf, Lutz Heinemann, Christoph Werner, Dirk Müller‐Wieland, +7 more
29citations -
Functional gradation in precipitation hardenable aluminum alloy AA7075 by differential cooling strategies: Macroscopic and microscopic effects I2025 Materials Science and Engineering A article Engineering Aluminum Alloy Microstructure Properties Open access
Emad Scharifi, Steffen Lotz, Moritz Roscher, Ursula Weidig, Sebastian Münstermann, Eric Aimé Jägle, +1 more
1citations -
Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations2023 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access
Denise Degen, Daniel Caviedes‐Voullième, Susanne Buiter, Harrie‐Jan Hendricks Franssen, Harry Vereecken, Ana González‐Nicolás, +1 more
39citations -
Stabilizing amplifier with a programmable load line for characterization of nanodevices with negative differential resistance2022 Review of Scientific Instruments article Engineering Advanced Memory and Neural Computing Open access
Tyler Hennen, E. Wichmann, Rainer Waser, Dirk J. Wouters, Daniel Bedau
6citations