Anas Jnini

According to our database, Anas Jnini authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Curvature-Aware Optimization for High-Accuracy Physics-Informed Neural Networks.

Anas Jnini, Elham Kiyani, Khemraj Shukla, Jorge F. Urbán, Nazanin Ahmadi Daryakenari, Johannes Muller, Marius Zeinhofer, George Em Karniadakis

CoRR, April, 2026

2025

Physics-constrained DeepONet for Surrogate CFD models: a curved backward-facing step case.

Anas Jnini, Harshinee Goordoyal, Sujal Dave, Flavio Vella, Katharine H. Fraser, Artem Korobenko

CoRR, March, 2025

Dual Natural Gradient Descent for Scalable Training of Physics-Informed Neural Networks.

Anas Jnini, Flavio Vella

Trans. Mach. Learn. Res., 2025

Riemann Tensor Neural Networks: Learning Conservative Systems with Physics-Constrained Networks.

Anas Jnini, Lorenzo Breschi, Flavio Vella

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

cuVegas: Accelerate Multidimensional Monte Carlo Integration through a Parallelized CUDA-based Implementation of the VEGAS Enhanced Algorithm.

Emiliano Tolotti, Anas Jnini, Flavio Vella, Roberto Passerone

CoRR, 2024