Sokratis J. Anagnostopoulos

According to our database, Sokratis J. Anagnostopoulos authored at least 4 papers between 2023 and 2026.

Collaborative distances:

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

2026

Real-Time Surrogate Modeling for Personalized Blood Flow Prediction and Hemodynamic Analysis.

Sokratis J. Anagnostopoulos, Georgios Rovas, Vasiliki Bikia, Theodore G. Papaioannou, Athanase D. Protogerou, Nikolaos Stergiopulos

CoRR, April, 2026

Learning in PINNs: Phase transition, diffusion equilibrium, and generalization.

Sokratis J. Anagnostopoulos, Juan Diego Toscano, Nikolaos Stergiopulos, George Em Karniadakis

Neural Networks, 2026

2024

Learning in PINNs: Phase transition, total diffusion, and generalization.

Sokratis J. Anagnostopoulos, Juan Diego Toscano, Nikolaos Stergiopulos, George Em Karniadakis

CoRR, 2024

2023

Residual-based attention and connection to information bottleneck theory in PINNs.

Sokratis J. Anagnostopoulos, Juan Diego Toscano, Nikolaos Stergiopulos, George Em Karniadakis

CoRR, 2023