Jorge F. Urbán

According to our database, Jorge F. Urbán authored at least 3 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• 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

Which Optimizer Works Best for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks?

Elham Kiyani, Khemraj Shukla, Jorge F. Urbán, Jérôme Darbon, George Em Karniadakis

CoRR, January, 2025

Unveiling the optimization process of physics informed neural networks: How accurate and competitive can PINNs be?

Jorge F. Urbán, Petros Stefanou, José A. Pons

J. Comput. Phys., 2025