Anas Jnini

Joined

January 2024

Names

Anas Jnini (Preferred)

Emails

****@unitn.it (Confirmed)

Personal Links

Career & Education History

PhD student

Dept. of Information Engineering and Computer Science, University of Trento (unitn.it)

2022 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

No areas of expertise listed

Publications

Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks
Anas Jnini, Flavio Vella
- Accepted by TMLR
- Readers: Everyone
Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks
Anas Jnini, Lorenzo Breschi, Flavio Vella
- ICML 2025 poster
- Readers: Everyone
Hessian-Free Natural Gradient Descent for Physics Informed Machine Learning
Anas Jnini, Flavio Vella
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Physics-constrained DeepONet for Surrogate CFD models: a curved backward-facing step case
Anas Jnini, Harshinee Goordoyal, Sujal Dave, Artem Korobenko, Flavio Vella, Katharine Fraser
- AI4DiffEqtnsInSci @ ICLR 2024 Poster
- Readers: Everyone

Co-Authors