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Marius Zeinhofer — most-cited papers & profile · AI for Science
← authors
·
overview
Marius Zeinhofer
7
papers ·
5
citations ·
6
h-index
Google Scholar ↗
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Most-cited papers
Achieving High Accuracy with PINNs via Energy Natural Gradients
2023 · 2 citations
Gauss-Newton Natural Gradient Descent for Physics-Informed Computational Fluid Dynamics
2024 · 2 citations
Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks
2024 · 1 citations
Curvature-Aware Optimization for High-Accuracy Physics-Informed Neural Networks
2026
Improving Energy Natural Gradient Descent through Woodbury, Momentum, and Randomization
2025
Collapsing Taylor Mode Automatic Differentiation
2025
Dynamical Measure Transport and Neural PDE Solvers for Sampling
2024
Top co-authors
Felix Dangel
· 3
Johannes M\"uller
· 3
Anas Jnini
· 2
Andrea Walther
· 1
Andr\'es Guzm\'an-Cordero
· 1
Anima Anandkumar
· 1
Elham Kiyani
· 1
Flavio Vella
· 1
George Em Karniadakis
· 1
Gil Goldshlager
· 1
Jingtong Sun
· 1
Johannes Muller
· 1
Topics
Physics ML
Math & Equations
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