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Coupled atmospHere Interior modeL Intercomparison (CHILI)—Protocol Version 1.0: A CUISINES Intercomparison Project of Magma Ocean Models2026 The Planetary Science Journal article Physics and Astronomy Astro and Planetary Science Open access
Tim Lichtenberg, Laura Schaefer, Joshua Krissansen‐Totton, Yamila Miguel, Denis E. Sergeev, Philipp Baumeister, +19 more
3citations -
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
7citations -
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 -
Identifying Physical Structures in Our Galaxy with Gaussian Mixture Models: An Unsupervised Machine Learning Technique2023 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
M. Tiwari, Rens Kievit, S. Kabanovic, Lars Bonne, Fabrizio Falasca, C. Guevara, +11 more
3citations -
First Sagittarius A* Event Horizon Telescope Results. V. Testing Astrophysical Models of the Galactic Center Black Hole2022 The Astrophysical Journal Letters article Physics and Astronomy Astrophysical Phenomena and Observations Open access
Kazunori Akiyama, Antonio José Alberdi, W. Alef, Juan Carlos Algaba, Richard Anantua, Keiichi Asada, +92 more
545citations -
Testing afterglow models of FRB 200428 with early post-burst observations of SGR 1935 + 21542022 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Gamma-ray bursts and supernovae Open access
A J Cooper, A. Rowlinson, Ralph A. M. J. Wijers, C. Bassa, K. Gourdji, Jason W. T. Hessels, +6 more
9citations -
Anomalously high deuterium fractionation in a galactic translucent cloud: A challenge to chemical models2026 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Gan Luo, Zhi-Yu Zhang, Thomas G. Bisbas, Di Li, S. Viti, R. Neri, +5 more
0citations -
Understanding JWST water spectra: What can thermochemical models tell us about the (cold) water in protoplanetary disks?2025 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Marissa Vlasblom, Milou Temmink, Andrew D. Sellek, Ewine F. van Dishoeck
9citations -
Validating the clustering predictions of empirical models with the FLAMINGO simulations2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Sergio Contreras, Raúl E. Angulo, J. Montero, Roi Kugel, Matthieu Schaller, Joop Schaye
9citations -
Galaxy Mergers Classification Using CNNs Trained on Sérsic Models, Residuals, and Raw Images2026 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
D. M. Chudy, William Pearson, L. E. Suelves, Berta Margalef-Bentabol, A. Pollo, Lingyu Wang, +2 more
0citations -
A model-independent measurement of the CKM angle γ in partially reconstructed B± → D*h± decays with D → $$ {K}_S^0 $$h+h− (h = π, K)2024 Journal of High Energy Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access
R. Aaij, A. S. W. Abdelmotteleb, Carlos Abellán Beteta, F. Abudinén, T. Ackernley, B Adeva, +94 more
2citations -
Spatial distribution of crystalline silicates in protoplanetary disks: How to interpret mid-infrared observations2024 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Hyerin Jang, L. B. F. M. Waters, I. Kamp, Cornelis Petrus Dullemond
14citations -
Spatial distribution of crystalline silicates in protoplanetary disks: How to interpret mid-infrared observations2024 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Hyerin Jang, Rens Waters, I. Kamp, Cornelis Petrus Dullemond
0citations -
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