| 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 | 113 | 2022 |
| 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 | 48 | 2019 |
| 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 | 40 | 2022 |
| Optimal sensor placement for artificial swimmers S Verma, C Papadimitriou, N Lüthen, G Arampatzis, P Koumoutsakos Journal of Fluid Mechanics 884, A24, 2020 | 37 | 2020 |
| 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 | 35 | 2020 |
| 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 | 32 | 2017 |
| 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 | 28 | 2012 |
| Bayesian selection for coarse-grained models of liquid water J Zavadlav, G Arampatzis, P Koumoutsakos Scientific reports 9 (1), 99, 2019 | 23 | 2019 |
| Optimal flow sensing for schooling swimmers P Weber, G Arampatzis, G Novati, S Verma, C Papadimitriou, ... Biomimetics 5 (1), 10, 2020 | 19 | 2020 |
| Goal-oriented sensitivity analysis for lattice kinetic Monte Carlo simulations G Arampatzis, MA Katsoulakis The Journal of chemical physics 140 (12), 2014 | 19 | 2014 |
| 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 | 17 | 2022 |
| 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 | 17 | 2019 |
| 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 | 17 | 2016 |
| Accelerated sensitivity analysis in high-dimensional stochastic reaction networks G Arampatzis, MA Katsoulakis, Y Pantazis PloS one 10 (7), e0130825, 2015 | 17 | 2015 |
| 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 | 16 | 2020 |
| 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 | 15 | 2014 |
| 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 | 13 | 2020 |
| Hierarchical Bayesian uncertainty quantification for a model of the red blood cell A Economides, G Arampatzis, D Alexeev, S Litvinov, L Amoudruz, ... Physical Review Applied 15 (3), 034062, 2021 | 10 | 2021 |
| Learning the effective dynamics of complex multiscale systems PR Vlachas, G Arampatzis, C Uhler, P Koumoutsakos arXiv preprint arXiv:2006.13431, 2020 | 10 | 2020 |
| S-Leaping: An Adaptive, Accelerated Stochastic Simulation Algorithm, Bridging -Leaping and R-Leaping J Lipková, G Arampatzis, P Chatelain, B Menze, P Koumoutsakos Bulletin of mathematical biology 81 (8), 3074-3096, 2019 | 10 | 2019 |
Petros KoumoutsakosHarvard UniversityVerified email at seas.harvard.edu
