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Neural‐Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning2026 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Kianoosh Taghikhani, Yusuke Yamazaki, Markus Apel, Reza Najian Asl, Shahed Rezaei
1citations -
Post-processing of the planewave approximation of Schrödinger equations. Part I: linear operators2020 IMA Journal of Numerical Analysis article Physics and Astronomy Advanced Chemical Physics Studies Open access
Éric Cancès, Geneviève Dusson, Yvon Maday, Benjamin Stamm, Martin Vohralı́k
7citations -
Nonlinear parametric simulation by proper generalized decomposition on the example of a synchronous machine2022 COMPEL The International Journal for Computation and Mathematics in Electrical and Electronic Engineering article Physics and Astronomy Model Reduction and Neural Networks
Fabian Müller, Paul Baumanns, Martin Marco Nell, Kay Hameyer
4citations -
Order Reduction of a Nonlinear Convection-Dominated Model of Heart Valve Tissue Maturation2022 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Physics and Astronomy Model Reduction and Neural Networks
Kirsten VoB, Ahmed Elkhashap, Lorenz Dörschel, Maximilian P. Werner, Vytautas Kučikas, Marc A.M.J. van Zandvoort, +2 more
0citations -
Euclid preparation - LXII. Simulations and non-linearities beyond Lambda cold dark matter. 1. Numerical methods and validation2024 MPG.PuRe (Max Planck Society) article Physics and Astronomy Cosmology and Gravitation Theories Open access
Euclid Collaboration, J. Adamek, B. Fiorini, M. Baldi, G. Brando, M.-A. Breton, +94 more
0citations -
Euclid : Constraints on f(R) cosmologies from the spectroscopic and photometric primary probes2025 Astronomy and Astrophysics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Santiago Casas, V. F. Cardone, D. Sapone, Noemi Frusciante, Francesco Pace, Gabriele Parimbelli, +93 more
12citations -
Everything hot everywhere all at once: neutrinos and hot dark matter as a single effective species2025 Journal of Cosmology and Astroparticle Physics article Physics and Astronomy Cosmology and Gravitation Theories Open access
Amol Upadhye, Markus R. Mosbech, Giovanni Pierobon, Yvonne Y. Y. Wong
4citations