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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 -
Polycyclic Aromatic Hydrocarbon emission model in photodissociation regions – I. Application to the 3.3, 6.2, and 11.2 μm bands2022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Ameek Sidhu, Alexander G. G. M. Tielens, E. Peeters, J. Cami
16citations -
Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part II: Compartmentalization and learning-based recalibration2025 Computers & Chemical Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Jan-Frederic Laub, Jiyizhe Zhang, Mathis Heyer, Alexei A. Lapkin
8citations -
Explainable Artificial Intelligence for Mechanics: Physics-Explaining Neural Networks for Constitutive Models2022 Frontiers in Materials article Physics and Astronomy Model Reduction and Neural Networks Open access
Arnd Koeppe, Franz Bamer, Michael A. Selzer, Britta Nestler, Bernd A. Markert
41citations -
Pyxel 1.0: an open source Python framework for detector and end-to-end instrument simulation2022 Journal of Astronomical Telescopes Instruments and Systems article Physics and Astronomy Astronomy and Astrophysical Research Open access
Matej Arko, Thibaut Prod’homme, Frédéric Lemmel, Benoît Serra, Elizabeth M. George, Bradley Kelman, +3 more
12citations -
Constraining the contribution of Gamma-Ray Bursts to the high-energy diffuse neutrino flux with 10 yr of ANTARES data2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysics and Cosmic Phenomena Open access
A. Albert, Michel L. Andre, Marco Anghinolfi, G. Anton, M. Ardid, J-J. Aubert, +92 more
35citations -
Surface charge theorem and topological constraints for edge states: Analytical study of one-dimensional nearest-neighbor tight-binding models2020 Physical review. B./Physical review. B article Physics and Astronomy Topological Materials and Phenomena Open access
Mikhail Pletyukhov, Dante Marvin Kennes, Jelena Klinovaja, Daniel Loss, Herbert Schoeller
23citations -
6 × 2 pt: Forecasting gains from joint weak lensing and galaxy clustering analyses with spectroscopic-photometric galaxy cross-correlations2025 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Harry Johnston, Nora Elisa Chisari, Shahab Joudaki, Robert Reischke, Benjamin Stölzner, Arthur Loureiro, +22 more
5citations -
6 × 2 pt: Forecasting gains from joint weak lensing and galaxy clustering analyses with spectroscopic-photometric galaxy cross-correlations2025 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Cosmology and Gravitation Theories Open access
Harry Johnston, Nora Elisa Chisari, Shahab Joudaki, Robert Reischke, Benjamin Stölzner, Arthur Loureiro, +22 more
0citations