Georgios Arampatzis

16 papers C 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A generative modeling / Physics-Informed Neural Network approach to random differential equations.
CoRR
Georgios Arampatzis, Stylianos Katsarakis, Charalambos G. Makridakis
2025 — conf
DUTH at CLEF 2025 SimpleText Track: Tackling Scientific Text Simplification and Hallucination Detection.
CLEF (Working Notes)
Georgios Arampatzis, Avi Arampatzis
2025 — conf
DUTH at CLEF JOKER 2025 Tasks 2 and 3: Translating Puns and Proper Names with Neural Approaches.
CLEF (Working Notes)
Georgios Arampatzis, Avi Arampatzis
2025 — conf
DUTH at EXIST 2025: Multilingual Sexism Detection with Soft Labels and Transformers.
CLEF (Working Notes)
Georgios Arampatzis, Vasileios Perifanis, Symeon Symeonidis, Avi Arampatzis
2023 J jnl
A framework to measure readiness and barriers for the implementation of Industry 4.0: A case approach.
Electron. Commer. Res. Appl.
Kannan Govindan, Georgios Arampatzis
2023 J jnl
Adaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems.
CoRR
Ivica Kicic, Pantelis-Rafail Vlachas, Georgios Arampatzis, Michail Chatzimanolakis, Leonidas J. Guibas, Petros Koumoutsakos
2023 — conf
End-to-End Aspect Extraction and Aspect-Based Sentiment Analysis Framework for Low-Resource Languages.
IntelliSys (3)
Georgios Aivatoglou, Alexia Fytili, Georgios Arampatzis, Dimitrios Zaikis, Nikolaos Stylianou, Ioannis P. Vlahavas
2023 J jnl
The stress-free state of human erythrocytes: data driven inference of a transferable RBC model.
CoRR
Lucas Amoudruz, Athena Economides, Georgios Arampatzis, Petros Koumoutsakos
2022 J jnl
Multiscale simulations of complex systems by learning their effective dynamics.
Nat. Mach. Intell.
Pantelis-Rafail Vlachas, Georgios Arampatzis, Caroline Uhler, Petros Koumoutsakos
2020 J jnl
Korali: a High-Performance Computing Framework for Stochastic Optimization and Bayesian Uncertainty Quantification.
CoRR
Sergio M. Martin, Daniel Wälchli, Georgios Arampatzis, Petros Koumoutsakos
2020 J jnl
Learning the Effective Dynamics of Complex Multiscale Systems.
CoRR
Pantelis-Rafail Vlachas, Georgios Arampatzis, Caroline Uhler, Petros Koumoutsakos
2020 — conf
Load Balancing in Large Scale Bayesian Inference.
PASC
Daniel Wälchli, Sergio M. Martin, Athena Economides, Lucas Amoudruz, Georgios Arampatzis, Xin Bian, Petros Koumoutsakos
2019 — conf
(μ, λ)-CCMA-ES for Constrained Optimization with an Application in Pharmacodynamics.
PASC
Georgios Arampatzis, Daniel Wälchli, Pascal Weber, Henri Rästas, Petros Koumoutsakos
2019 J jnl
Automated identification and deep classification of cut marks on bones and its paleoanthropological implications.
J. Comput. Sci.
Wonmin Byeon, Manuel Domínguez-Rodrigo, Georgios Arampatzis, Enrique Baquedano, José Yravedra, Miguel Ángel Maté-González, Petros Koumoutsakos
2018 J jnl
Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics.
SIAM J. Sci. Comput.
Georgios Arampatzis, Daniel Wälchli, Panagiotis Angelikopoulos, Stephen Wu, Panagiotis E. Hadjidoukas, Petros Koumoutsakos
2017 C conf
Generating Fixed-Size Training Sets for Large and Streaming Datasets.
ADBIS
Stefanos Ougiaroglou, Georgios Arampatzis, Dimitris A. Dervos, Georgios Evangelidis