Georgios Arampatzis

Multiscale simulations of complex systems by learning their effective dynamics

Pantelis R. Vlachas, Georgios Arampatzis, Caroline Uhler et al. · Nature Machine Intelligence · 2022 · 134 citations

Numerical Analysis, Engineering, Multiscale Analysis +9

Automated identification and deep classification of cut marks on bones and its paleoanthropological implications

Wonmin Byeon, Manuel Domínguez‐Rodrigo, Georgios Arampatzis et al. · Journal of Computational Science · 2019 · 59 citations · Full text

Axial Skeleton, Bone Imaging, Deep Classification +10

AI support for ethical decision-making around resuscitation: proceed with care

Nikola Biller‐Andorno, Andrea Ferrario, Susanne Joebges et al. · Journal of Medical Ethics · 2021 · 54 citations

Data driven inference for the repulsive exponent of the Lennard-Jones potential in molecular dynamics simulations

Lina Kulakova, Georgios Arampatzis, Panagiotis Angelikopoulos et al. · Scientific Reports · 2017 · 35 citations · Full text

Data-driven inference of the reproduction number for COVID-19 before and after interventions for 51 European countries

Petr Karnakov, Georgios Arampatzis, Ivica Kičić et al. · Swiss Medical Weekly · 2020 · 33 citations · Full text