Georgios Arampatzis

According to our database, Georgios Arampatzis authored at least 11 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A framework to measure readiness and barriers for the implementation of Industry 4.0: A case approach.

Kannan Govindan, Georgios Arampatzis

Electron. Commer. Res. Appl., May, 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

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

2022

Multiscale simulations of complex systems by learning their effective dynamics.

Pantelis-Rafail Vlachas, Georgios Arampatzis, Caroline Uhler, Petros Koumoutsakos

Nat. Mach. Intell., 2022

2020

Learning the Effective Dynamics of Complex Multiscale Systems.

Pantelis-Rafail Vlachas, Georgios Arampatzis, Caroline Uhler, Petros Koumoutsakos

CoRR, 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

Load Balancing in Large Scale Bayesian Inference.

Daniel Wälchli, Sergio M. Martin, Athena Economides, Lucas Amoudruz, Georgios Arampatzis, Xin Bian, Petros Koumoutsakos

Proceedings of the PASC '20: Platform for Advanced Scientific Computing Conference, Geneva, Switzerland, June 29, 2020

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

(μ, λ)-CCMA-ES for Constrained Optimization with an Application in Pharmacodynamics.

Georgios Arampatzis, Daniel Wälchli, Pascal Weber, Henri Rästas, Petros Koumoutsakos

Proceedings of the Platform for Advanced Scientific Computing Conference, 2019

2018

Langevin Diffusion for Population Based Sampling with an Application in Bayesian Inference for Pharmacodynamics.

Georgios Arampatzis, Daniel Wälchli, Panagiotis Angelikopoulos, Stephen Wu, Panagiotis E. Hadjidoukas, Petros Koumoutsakos

SIAM J. Sci. Comput., 2018

2017

Generating Fixed-Size Training Sets for Large and Streaming Datasets.

Stefanos Ougiaroglou, Georgios Arampatzis, Dimitris A. Dervos, Georgios Evangelidis

Proceedings of the Advances in Databases and Information Systems, 2017