Georgios Arampatzis

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Bayesian Inference

Complex Systems

Agent Based Modelling

Top Venues

J. Comput. Sci.

Publications

Kannan Govindan, Georgios Arampatzis
A framework to measure readiness and barriers for the implementation of Industry 4.0: A case approach. Electron. Commer. Res. Appl. 59 (2023)
Lucas Amoudruz, Athena Economides, Georgios Arampatzis, Petros Koumoutsakos
The stress-free state of human erythrocytes: data driven inference of a transferable RBC model. CoRR (2023)
Ivica Kicic, Pantelis R. Vlachas, Georgios Arampatzis, Michail Chatzimanolakis, Leonidas J. Guibas, Petros Koumoutsakos
Adaptive learning of effective dynamics: Adaptive real-time, online modeling for complex systems. CoRR (2023)
Pantelis R. Vlachas, Georgios Arampatzis, Caroline Uhler, Petros Koumoutsakos
Multiscale simulations of complex systems by learning their effective dynamics. Nat. Mach. Intell. 4 (4) (2022)
Sergio M. Martin, Daniel Wälchli, Georgios Arampatzis, Petros Koumoutsakos
Korali: a High-Performance Computing Framework for Stochastic Optimization and Bayesian Uncertainty Quantification. CoRR (2020)
Daniel Wälchli, Sergio M. Martin, Athena Economides, Lucas Amoudruz, Georgios Arampatzis, Xin Bian, Petros Koumoutsakos
Load Balancing in Large Scale Bayesian Inference. PASC (2020)
Pantelis R. Vlachas, Georgios Arampatzis, Caroline Uhler, Petros Koumoutsakos
Learning the Effective Dynamics of Complex Multiscale Systems. CoRR (2020)
Wonmin Byeon, Manuel Domínguez-Rodrigo, Georgios Arampatzis, Enrique Baquedano, José Yravedra, Miguel Ángel Maté-González, Petros Koumoutsakos
Automated identification and deep classification of cut marks on bones and its paleoanthropological implications. J. Comput. Sci. 32 (2019)
Georgios Arampatzis, Daniel Wälchli, Pascal Weber, Henri Rästas, Petros Koumoutsakos
(μ, λ)-CCMA-ES for Constrained Optimization with an Application in Pharmacodynamics. PASC (2019)
Georgios Arampatzis, Daniel Wälchli, Panagiotis Angelikopoulos, Stephen Wu, Panagiotis E. Hadjidoukas, Petros Koumoutsakos
Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics. SIAM J. Sci. Comput. 40 (3) (2018)
Stefanos Ougiaroglou, Georgios Arampatzis, Dimitris A. Dervos, Georgios Evangelidis
Generating Fixed-Size Training Sets for Large and Streaming Datasets. ADBIS (2017)