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Nikolaos Stergiopulos
ORCID
Publication Activity (10 Years)
Years Active: 2015-2024
Publications (10 Years): 4
Top Topics
Optic Flow
Denoising
Information Bottleneck
Phase Transition
Top Venues
CoRR
IEEE Signal Process. Lett.
IEEE J. Biomed. Health Informatics
Frontiers Artif. Intell.
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Publications
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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)