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Anas Jnini — most-cited papers & profile · AI for Science
← authors
·
overview
Anas Jnini
5
papers ·
3
citations ·
2
h-index
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Most-cited papers
Gauss-Newton Natural Gradient Descent for Physics-Informed Computational Fluid Dynamics
2024 · 2 citations
Physics-constrained DeepONet for Surrogate CFD models: a curved backward-facing step case
2025 · 1 citations
Curvature-Aware Optimization for High-Accuracy Physics-Informed Neural Networks
2026
Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks
2025
Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks
2025
Top co-authors
Flavio Vella
· 4
Marius Zeinhofer
· 2
and Artem Korobenko
· 1
Elham Kiyani
· 1
George Em Karniadakis
· 1
Harshinee Goordoyal
· 1
Johannes Muller
· 1
Jorge F. Urban
· 1
Katharine H. Fraser
· 1
Khemraj Shukla
· 1
Lorenzo Breschi
· 1
Nazanin Ahmadi Daryakenari
· 1
Topics
Physics ML
Math & Equations