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Finite Operator Learning: Bridging neural operators and numerical methods for efficient parametric solution and optimization of PDEs2025 Finite Elements in Analysis and Design article Physics and Astronomy Model Reduction and Neural Networks
Shahed Rezaei, Reza Najian Asl, Kianoosh Taghikhani, Ahmad Moeineddin, Michael Kaliske, Markus Apel
10citations -
Mitigating the impact of FLASH-model uncertainties through personalized FLASH optimization functions for delivery pattern optimization for lung IMPT2025 Physics in Medicine and Biology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Manon Van Zon, Sebastiaan Breedveld, Mischa S. Hoogeman, Steven JM Habraken
0citations -
Shot noise limited soft x-ray absorption spectroscopy in solution at a SASE-FEL using a transmission grating beam splitter2021 Structural Dynamics article Physics and Astronomy X-ray Spectroscopy and Fluorescence Analysis Open access
Robin Y. Engel, Maria Ekimova, Piter Sybren Miedema, Carlo Kleine, Jan Ludwig, Miguel Ochmann, +14 more
19citations -
Efficient Generation of Torsional Energy Profiles by Multifidelity Gaussian Processes for Hindered Rotor Corrections2024 Journal of Chemical Theory and Computation article Physics and Astronomy Advanced Chemical Physics Studies
Maximilian Fleck, Wassja A. Kopp, Narasimhan Viswanathan, Niels Hansen, Joachim Groß, Kai O. Leonhard
5citations -
Design of the detection chain for Athena X-IFU2022 Space Telescopes and Instrumentation: Ultraviolet to Gamma Ray conference-paper Physics and Astronomy Astronomy and Astrophysical Research
Hervé Geoffray, S. R. Bandler, S. J. Smith, William Bertrand Doriese, M. Durkin, Jan van der Kuur, +15 more
5citations -
Physics-based machine learning for modeling thermo-hydraulic processes in a coaxial deep borehole heat exchanger, considering an explicit reservoir-wellbore representation: A case study of Cornwall, UK
Dimitra Teza, Ryan Santoso, Nora Koltzer, Denise Degen, Tony Bennett, Florian Wellmann
0citations