Generating Fixed-Size Training Sets for Large and Streaming Datasets. - Stefanos Ougiaroglou; Georgios Arampatzis; Dimitris A. Dervos; Georgios Evangelidis 001 (ADBIS, 2017)

Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics. - Georgios Arampatzis; Daniel Wälchli; Panagiotis Angelikopoulos; Stephen Wu 001; Panagiotis E. Hadjidoukas; Petros Koumoutsakos (SIAM J. Sci. Comput., 2018)

(μ, λ)-CCMA-ES for Constrained Optimization with an Application in Pharmacodynamics. - Georgios Arampatzis; Daniel Wälchli; Pascal Weber 002; Henri Rästas; Petros Koumoutsakos (PASC, 2019)

Automated identification and deep classification of cut marks on bones and its paleoanthropological implications. - Wonmin Byeon; Manuel Domínguez-Rodrigo; Georgios Arampatzis; Enrique Baquedano; José Yravedra; Miguel Ángel Maté-González; Petros Koumoutsakos (J. Comput. Sci., 2019)

Load Balancing in Large Scale Bayesian Inference. - Daniel Wälchli; Sergio M. Martin; Athena Economides; Lucas Amoudruz; Georgios Arampatzis; Xin Bian; Petros Koumoutsakos (PASC, 2020)

Korali: a High-Performance Computing Framework for Stochastic Optimization and Bayesian Uncertainty Quantification. - Sergio M. Martin; Daniel Wälchli; Georgios Arampatzis; Petros Koumoutsakos (CoRR, 2020)

Learning the Effective Dynamics of Complex Multiscale Systems. - Pantelis-Rafail Vlachas; Georgios Arampatzis; Caroline Uhler; Petros Koumoutsakos (CoRR, 2020)

Multiscale simulations of complex systems by learning their effective dynamics. - Pantelis-Rafail Vlachas; Georgios Arampatzis; Caroline Uhler; Petros Koumoutsakos (Nat. Mach. Intell., 2022)

End-to-End Aspect Extraction and Aspect-Based Sentiment Analysis Framework for Low-Resource Languages. - Georgios Aivatoglou; Alexia Fytili; Georgios Arampatzis; Dimitrios Zaikis; Nikolaos Stylianou; Ioannis P. Vlahavas (IntelliSys (3), 2023)

The stress-free state of human erythrocytes: data driven inference of a transferable RBC model. - Lucas Amoudruz; Athena Economides; Georgios Arampatzis; Petros Koumoutsakos (CoRR, 2023)

Adaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems. - Ivica Kicic; Pantelis-Rafail Vlachas; Georgios Arampatzis; Michail Chatzimanolakis; Leonidas J. Guibas; Petros Koumoutsakos (CoRR, 2023)

A framework to measure readiness and barriers for the implementation of Industry 4.0: A case approach. - Kannan Govindan 002; Georgios Arampatzis (Electron. Commer. Res. Appl., 2023)

A generative modeling / Physics-Informed Neural Network approach to random differential equations. - Georgios Arampatzis; Stylianos Katsarakis; Charalambos G. Makridakis (CoRR, 2025)