| Accurate proteome-wide missense variant effect prediction with AlphaMissense J Cheng, G Novati, J Pan, C Bycroft, A Žemgulytė, T Applebaum, A Pritzel, ... Science 381 (6664), eadg7492, 2023 | 824 | 2023 |
| Efficient collective swimming by harnessing vortices through deep reinforcement learning S Verma, G Novati, P Koumoutsakos Proceedings of the National Academy of Sciences 115 (23), 5849-5854, 2018 | 449 | 2018 |
| Automating turbulence modelling by multi-agent reinforcement learning G Novati, HL de Laroussilhe, P Koumoutsakos Nature Machine Intelligence 3 (1), 87-96, 2021 | 211 | 2021 |
| Synchronisation through learning for two self-propelled swimmers G Novati, S Verma, D Alexeev, D Rossinelli, WM Van Rees, ... Bioinspiration & biomimetics 12 (3), 036001, 2017 | 167 | 2017 |
| Remember and forget for experience replay G Novati, P Koumoutsakos International Conference on Machine Learning, 4851-4860, 2019 | 126 | 2019 |
| Controlled gliding and perching through deep-reinforcement-learning G Novati, L Mahadevan, P Koumoutsakos Physical Review Fluids 4 (9), 093902, 2019 | 90 | 2019 |
| Learning efficient navigation in vortical flow fields P Gunnarson, I Mandralis, G Novati, P Koumoutsakos, JO Dabiri Nature communications 12 (1), 7143, 2021 | 81 | 2021 |
| Computing the force distribution on the surface of complex, deforming geometries using vortex methods and brinkman penalization S Verma, G Abbati, G Novati, P Koumoutsakos International Journal for Numerical Methods in Fluids 85 (8), 484-501, 2017 | 26 | 2017 |
| Morphology-preserving autoregressive 3d generative modelling of the brain PD Tudosiu, WHL Pinaya, MS Graham, P Borges, V Fernandez, D Yang, ... International Workshop on Simulation and Synthesis in Medical Imaging, 66-78, 2022 | 22 | 2022 |
| Self-propulsion of a counter-rotating cylinder pair in a viscous fluid WM van Rees, G Novati, P Koumoutsakos Physics of Fluids 27 (6), 2015 | 22 | 2015 |
| Optimal flow sensing for schooling swimmers P Weber, G Arampatzis, G Novati, S Verma, C Papadimitriou, ... Biomimetics 5 (1), 10, 2020 | 21 | 2020 |
| Whole-body simulation of realistic fruit fly locomotion with deep reinforcement learning R Vaxenburg, I Siwanowicz, J Merel, AA Robie, C Morrow, G Novati, ... bioRxiv, 2024.03. 11.584515, 2024 | 12 | 2024 |
| Learning swimming escape patterns for larval fish under energy constraints I Mandralis, P Weber, G Novati, P Koumoutsakos Physical Review Fluids 6 (9), 093101, 2021 | 11 | 2021 |
| Synchronised swimming of two fish G Novati, S Verma, D Alexeev, D Rossinelli, WM van Rees, ... arXiv preprint arXiv:1610.04248, 2016 | 10 | 2016 |
| Deep-reinforcement-learning for gliding and perching bodies G Novati, L Mahadevan, P Koumoutsakos arXiv preprint arXiv:1807.03671, 2018 | 8 | 2018 |
| Accurate proteome-wide missense variant effect prediction with AlphaMissense. Science 381, eadg7492 (2023) J Cheng, G Novati, J Pan, C Bycroft This paper introduces a deep learning model using sequence and structural …, 0 | 8 | |
| Fast motion of heaving airfoils S Verma, G Novati, F Noca, P Koumoutsakos Procedia Computer Science 108, 235-244, 2017 | 5 | 2017 |
| Robotic Implementation of Online Deep Reinforcement Learning for Autonomous Underwater Navigation P Gunnarson, I Mandralis, G Novati, P Koumoutsakos, J Dabiri APS Division of Fluid Dynamics Meeting Abstracts, A13. 001, 2021 | 1 | 2021 |
| Improved Memories Learning F Varoli, G Novati, PR Vlachas, P Koumoutsakos arXiv preprint arXiv:2008.10433, 2020 | 1 | 2020 |
| Flow modeling and control through deep reinforcement learning G Novati ETH Zurich, 2020 | 1 | 2020 |
