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Comparison of deep learning and hand crafted features for mining simulation data2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Physics and Astronomy Model Reduction and Neural Networks
Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Nan Pu, Wei Chen, Michael S. Lew
1citations -
Are Nucleosynthetic Yields Universal? Interpreting the Multi-Elemental Abundances of Quiescent Galaxies over Cosmic Time Using Milky Way Stars2026 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Aliza G. Beverage, David H. Weinberg, Mariska Kriek, Nicole Marcelina Gountanis, Andrew B. Newman, Daniel R. Weisz
0citations -
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Yusuke Yamazaki, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, +1 more
39citations -
From Carbon to Cobalt: Chemical Compositions and Ages of z ∼ 0.7 Quiescent Galaxies2023 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Aliza G. Beverage, Mariska Kriek, Charlie Conroy, Nathan R. Sandford, Rachel Bezanson, Marijn Franx, +2 more
30citations -
Multi-scale view of star formation in IRAS 21078+5211: from clump fragmentation to disk wind2021 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access
L. Moscadelli, Henrik Beuther, Aida Ahmadi, C. Gieser, F. Massi, R. Cesaroni, +20 more
27citations -
Exploring HNC and HCN line emission as probes of the protoplanetary disk temperature2021 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Feng Long, Arthur D. Bosman, P. Cazzoletti, Ewine F. van Dishoeck, Karin I. Öberg, Stefano Facchini, +3 more
22citations -
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 -
Ages and metallicities of quiescent galaxies: confronting broad-band (UVJ) colours with stellar absorption lines2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Chloe M Cheng, Mariska Kriek, Aliza G. Beverage, Martje Slob, Rachel Bezanson, Marijn Franx, +6 more
5citations -
Enhanced intrinsic spin-orbit driving of a Loss-DiVincenzo qubit near the spin-valley hotspot in Si/SiGe2026 arXiv (Cornell University) preprint Physics and Astronomy Quantum and electron transport phenomena Open access
Alexander Willmes, Max Oberländer, Max Beer, Denny Dütz, Jhih‐Sian Tu, Stefan Trellenkamp, +4 more
0citations -
The Polarized Image of a Synchrotron-emitting Ring of Gas Orbiting a Black Hole2021 The Astrophysical Journal article Physics and Astronomy Astrophysical Phenomena and Observations Open access
Elizabeth Himwich, Jason Dexter, Anne-Kathrin Baczko, R. Blundell, Paul M. Chesler, G. Crew, +8 more
90citations -
Temperature Structures of Embedded Disks: Young Disks in Taurus Are Warm2020 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Merel L. R. van ’t Hoff, D. Harsono, John J. Tobin, Arthur D. Bosman, Ewine F. van Dishoeck, Jes Kristian Jørgensen, +3 more
87citations -
Updated Design of the CMB Polarization Experiment Satellite LiteBIRD2020 Maynooth University ePrints and eTheses Archive (Maynooth University) article Physics and Astronomy Superconducting and THz Device Technology
Peter A. R. Ade, F. Boulanger, Michael D. Brown, M. Bucher, A. Challinor, Clive Dickinson, +5 more
28citations