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Physics-informed neural networks for dynamic process operations with limited physical knowledge and data2024 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Song Zhai, Sophia Rupprecht, Alexander Mitsos, Andreas Jupke, Manuel Dahmen
54citations -
Physics-Informed Neural Networks for Dynamic Process Operations with Limited Physical Knowledge and Data2024 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Mehmet Velioglu, Sophia Rupprecht, Alexander Mitsos, Andreas Jupke, Manuel Dahmen
2citations -
A Physics-Informed Meta-Learning Framework for the Continuous Solution of Parametric PDEs on Arbitrary Geometries2025 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
1citations -
A physics-informed meta-learning framework for the continuous solution of parametric PDEs on arbitrary geometries2026 Computers & Structures article Physics and Astronomy Model Reduction and Neural Networks Open access
Reza Najian Asl, Yusuke Yamazaki, Kianoosh Taghikhani, Mayu Muramatsu, Markus Apel, Shahed Rezaei
4citations -
Study on the Influence of Direct Contact Network Topology on the Speed of Spread of Infectious Diseases in the Covid-19 Case0citations
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The Mexico UK Sub-mm Camera for Astronomy (MUSCAT) on-sky commissioning: performance of the cryogenic systems2022 Millimeter, Submillimeter, and Far-Infrared Detectors and Instrumentation for Astronomy XI conference-paper Physics and Astronomy Superconducting and THz Device Technology
Thomas L. R. Brien, Simon M. Doyle, David H. Hughes, Peter A. R. Ade, Peter S. Barry, Edgar Castillo-Domínguez, +26 more
1citations -
Preparing for NewATHENA flight production: recent developments in upscaling SPO plate manufacturing technology2024 Space Telescopes and Instrumentation: Ultraviolet to Gamma Ray conference-paper Physics and Astronomy Astronomy and Astrophysical Research
Jeroen Haneveld, Bart Schurink, Marko Blom, Mathijs Bosman, Bastiaan van Dam, Arenda Koelewijn, +15 more
1citations -
Quasi-Elastic Neutron Scattering of Citrate-Capped Iron Oxide Nanoparticles: Distinguishing between Ligand, Water, and Magnetic Dynamics2024 The Journal of Physical Chemistry C article Physics and Astronomy Nuclear Physics and Applications Open access
Maksim S. Plekhanov, Sabrina L. J. Thomä, Andreas J. Magerl, Markus Appel, Mirijam Zobel
4citations -
The competing influences of ram pressure and tidal interaction in NGC 22762026 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Luka Matijević, Neven Tomičić, Antonino Marasco, A. Ignesti, Augusto E. Lassen, R. Smith, +6 more
1citations -
Imaging the high-frequency charging dynamics of a single impurity in a semiconductor on the atomic scale2026 arXiv (Cornell University) preprint Physics and Astronomy Quantum and electron transport phenomena Open access
Maialen Ortego Larrazabal, Jiasen Niu, Stephen R. McMillan, Paul M. Koenraad, Michael E. Flatté, Milan P. Allan, +1 more
0citations -
Panchromatic view of the frigid Jovian exoplanet COCONUTS-2 b2026 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Matthieu Ravet, M. Bonnefoy, Gaël Chauvin, Zhoujian Zhang, Jacqueline K. Faherty, Maël Voyer, +21 more
0citations