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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 Open access
Shahed Rezaei, Reza Najian Asl, Kianoosh Taghikhani, Ahmad Moeineddin, Michael Kaliske, Markus Apel
14citations -
Rapid and accurate numerical evolution of linear cosmological perturbations with noncold relics2025 Physical review. D/Physical review. D. article Physics and Astronomy Cosmology and Gravitation Theories Open access
Nanoom Lee, José Luis Bernal, Sven Günther, Lingyuan Ji, Marc Kamionkowski
2citations -
Accelerating the rate of discovery: toward high-repetition-rate HED science2021 Plasma Physics and Controlled Fusion article Physics and Astronomy Laser-Plasma Interactions and Diagnostics Open access
Tammy Ma, Derek A. Mariscal, Rushil Anirudh, Peer‐Timo Bremer, Blagoje Z. Djordjevic, Elizabeth S. Grace, +20 more
40citations -
Unbinned deep learning jet substructure measurement in high Q2 ep collisions at HERA2023 Physics Letters B article Physics and Astronomy Particle physics theoretical and experimental studies Open access
V. Andreev, M. Arratia, A. Baghdasaryan, A. Baty, K. Begzsuren, A. E. Bolz, +93 more
21citations -
Discriminative versus generative approaches to simulation-based inference2025 Machine Learning Science and Technology article Physics and Astronomy Particle physics theoretical and experimental studies Open access
Benjamin Sluijter, Sascha Diefenbacher, W. Bhimji, Benjamin Philip Nachman
3citations -
Protostellar Jets in Star Cluster Formation and Evolution. I. Implementation and Initial Results2026 The Astronomical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
Sabrina M. Appel, Blakesley Burkhart, Mordecai‐Mark Mac Low, Eric P. Andersson, Claude Cournoyer-Cloutier, Sean C. Lewis, +5 more
0citations
23 results