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Georgios Arampatzis
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Multiscale simulations of complex systems by learning their effective dynamics
PR Vlachas, G Arampatzis, C Uhler, P Koumoutsakos
Nature Machine Intelligence 4 (4), 359-366, 2022
762022
Automated identification and deep classification of cut marks on bones and its paleoanthropological implications
W Byeon, M Dominguez-Rodrigo, G Arampatzis, E Baquedano, ...
Journal of Computational Science 32, 36-43, 2019
442019
Implementation of cognitive digital twins in connected and agile supply networks—An operational model
K Kalaboukas, J Rožanec, A Košmerlj, D Kiritsis, G Arampatzis
Applied Sciences 11 (9), 4103, 2021
392021
Data driven inference of the reproduction number (R0) for COVID-19 before and after interventions for 51 European countries
P Karnakov, G Arampatzis, I Kičić, F Wermelinger, D Wälchli, ...
MedRxiv, 2020.05. 21.20109314, 2020
352020
Optimal sensor placement for artificial swimmers
S Verma, C Papadimitriou, N Lüthen, G Arampatzis, P Koumoutsakos
Journal of Fluid Mechanics 884, A24, 2020
302020
Data driven inference for the repulsive exponent of the Lennard-Jones potential in molecular dynamics simulations
L Kulakova, G Arampatzis, P Angelikopoulos, P Hadjidoukas, ...
Scientific reports 7 (1), 16576, 2017
292017
Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms
G Arampatzis, MA Katsoulakis, P Plecháč, M Taufer, L Xu
Journal of Computational Physics 231 (23), 7795-7814, 2012
292012
Hierarchical fractional-step approximations and parallel kinetic Monte Carlo algorithms
G Arampatzis, MA Katsoulakis, P Plecháč, M Taufer, L Xu
Journal of Computational Physics 231 (23), 7795-7814, 2012
292012
AI support for ethical decision-making around resuscitation: proceed with care
N Biller-Andorno, A Ferrario, S Joebges, T Krones, F Massini, P Barth, ...
Journal of Medical Ethics 48 (3), 175-183, 2022
282022
Bayesian selection for coarse-grained models of liquid water
J Zavadlav, G Arampatzis, P Koumoutsakos
Scientific reports 9 (1), 99, 2019
232019
Efficient estimators for likelihood ratio sensitivity indices of complex stochastic dynamics
G Arampatzis, MA Katsoulakis, L Rey-Bellet
The Journal of Chemical Physics 144 (10), 2016
182016
Goal-oriented sensitivity analysis for lattice kinetic Monte Carlo simulations
G Arampatzis, MA Katsoulakis
The Journal of chemical physics 140 (12), 2014
182014
Optimal allocation of limited test resources for the quantification of COVID-19 infections
M Chatzimanolakis, P Weber, G Arampatzis, D Wälchli, I Kičić, ...
medRxiv, 2020.11. 09.20228320, 2020
172020
Unravelling the viscoelastic, buffer-like mechanical behavior of tendons: A numerical quantitative study at the fibril-fiber scale
N Karathanasopoulos, G Arampatzis, JF Ganghoffer
Journal of the mechanical behavior of biomedical materials 90, 256-263, 2019
172019
Accelerated sensitivity analysis in high-dimensional stochastic reaction networks
G Arampatzis, MA Katsoulakis, Y Pantazis
PloS one 10 (7), e0130825, 2015
172015
Optimal flow sensing for schooling swimmers
P Weber, G Arampatzis, G Novati, S Verma, C Papadimitriou, ...
Biomimetics 5 (1), 10, 2020
152020
Parallelization, processor communication and error analysis in lattice kinetic Monte Carlo
G Arampatzis, MA Katsoulakis, P Plechác
SIAM Journal on Numerical Analysis 52 (3), 1156-1182, 2014
152014
Korali: Efficient and scalable software framework for Bayesian uncertainty quantification and stochastic optimization
SM Martin, D Wälchli, G Arampatzis, AE Economides, P Karnakov, ...
Computer Methods in Applied Mechanics and Engineering 389, 114264, 2022
132022
Bayesian calibration of force fields for molecular simulations
F Cailliez, P Pernot, F Rizzi, R Jones, O Knio, G Arampatzis, ...
Uncertainty quantification in multiscale materials modeling, 169-227, 2020
112020
Learning the effective dynamics of complex multiscale systems
PR Vlachas, G Arampatzis, C Uhler, P Koumoutsakos
arXiv preprint arXiv:2006.13431, 2020
92020
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Articles 1–20