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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 -
A Finite Operator Learning Technique for Mapping the Elastic Properties of Microstructures to Their Mechanical Deformations2024 International Journal for Numerical Methods in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Rasoul Najafi Koopas, +3 more
27citations -
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 -
Taming Thiemann's Hamiltonian constraint in canonical loop quantum gravity: reversibility, eigenstates and graph-change analysis2024 arXiv (Cornell University) preprint Physics and Astronomy Noncommutative and Quantum Gravity Theories Open access
Thiago L. M. Guedes, Guillermo Antonio Mena Marugán, Markus Michael Müller, Francesca Vidotto
0citations -
Taming Thiemann’s Hamiltonian constraint in canonical loop quantum gravity: Reversibility, eigenstates, and graph-change analysis2025 Physical review. D/Physical review. D. article Physics and Astronomy Noncommutative and Quantum Gravity Theories Open access
Guillermo Antonio Mena Marugán, Markus Michael Müller, Francesca Vidotto
5citations