Nikolaos Stergiopulos

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 4

Top Topics

Information Bottleneck

Phase Transition

Top Venues

IEEE Signal Process. Lett.

IEEE J. Biomed. Health Informatics

Frontiers Artif. Intell.

Publications

Sokratis J. Anagnostopoulos, Juan Diego Toscano, Nikolaos Stergiopulos, George Em Karniadakis
Learning in PINNs: Phase transition, total diffusion, and generalization. CoRR (2024)
Sokratis J. Anagnostopoulos, Juan Diego Toscano, Nikolaos Stergiopulos, George Em Karniadakis
Residual-based attention and connection to information bottleneck theory in PINNs. CoRR (2023)
Vasiliki Bikia, Dionysios Adamopoulos, Stamatia Pagoulatou, Georgios Rovas, Nikolaos Stergiopulos
AI-Based Estimation of End-Systolic Elastance From Arm-Pressure and Systolic Time Intervals. Frontiers Artif. Intell. 4 (2021)
Vasiliki Bikia, Stamatia Pagoulatou, Bram Trachet, Dimitrios Soulis, Athanase D. Protogerou, Theodore G. Papaioannou, Nikolaos Stergiopulos
Noninvasive Cardiac Output and Central Systolic Pressure From Cuff-Pressure and Pulse Wave Velocity. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Emrah Bostan, Stamatios Lefkimmiatis, Orestis Vardoulis, Nikolaos Stergiopulos, Michael Unser
Improved Variational Denoising of Flow Fields with Application to Phase-Contrast MRI Data. IEEE Signal Process. Lett. 22 (6) (2015)