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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 -
A hybrid approximation algorithm for convex multi-parametric quadratically constrained quadratic programs2026 Optimization and Engineering article Mathematics Advanced Optimization Algorithms Research Open access
Adrian W. Lipow, Dustin Kenefake, Elizabeth J. Abraham, Efstratios N. Pistikopoulos
0citations -
Isogeometric analysis of 3D solids in boundary representation for problems in nonlinear solid mechanics and structural dynamics2021 International Journal for Numerical Methods in Engineering article Engineering Advanced Numerical Analysis Techniques Open access
Margarita Chasapi, Leonie Mester, Bernd Simeon, Sven Klinkel
39citations -
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 -
Machine learning-based conditional mean filter: A generalization of the ensemble Kalman filter for nonlinear data assimilation2022 Foundations of Data Science article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Truong‐Vinh Hoang, Sebastian Krumscheid, Hermann Georg Matthies, Raul F. Tempone
4citations