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Guido Novati
Guido Novati
Google DeepMind
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Title
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Cited by
Year
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
7742023
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
4462018
Automating turbulence modelling by multi-agent reinforcement learning
G Novati, HL de Laroussilhe, P Koumoutsakos
Nature Machine Intelligence 3 (1), 87-96, 2021
2142021
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
1682017
Remember and forget for experience replay
G Novati, P Koumoutsakos
International Conference on Machine Learning, 4851-4860, 2019
1212019
Controlled gliding and perching through deep-reinforcement-learning
G Novati, L Mahadevan, P Koumoutsakos
Physical Review Fluids 4 (9), 093902, 2019
922019
Learning efficient navigation in vortical flow fields
P Gunnarson, I Mandralis, G Novati, P Koumoutsakos, JO Dabiri
Nature communications 12 (1), 7143, 2021
792021
Accurate proteome-wide missense variant effect prediction with AlphaMissense. Science 381: eadg7492
J Cheng, G Novati, J Pan, C Bycroft, A Zemgulyte, T Applebaum, A Pritzel, ...
282023
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
262017
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
232022
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
222015
Optimal flow sensing for schooling swimmers
P Weber, G Arampatzis, G Novati, S Verma, C Papadimitriou, ...
Biomimetics 5 (1), 10, 2020
192020
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
112021
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
102024
Synchronised swimming of two fish
G Novati, S Verma, D Alexeev, D Rossinelli, WM van Rees, ...
arXiv preprint arXiv:1610.04248, 2016
102016
Deep-reinforcement-learning for gliding and perching bodies
G Novati, L Mahadevan, P Koumoutsakos
arXiv preprint arXiv:1807.03671, 2018
92018
Accurate proteome-wide missense variant effect prediction with AlphaMissense. Science 381, eadg7492 (2023)
J Cheng, G Novati, J Pan, C Bycroft
6
Fast motion of heaving airfoils
S Verma, G Novati, F Noca, P Koumoutsakos
Procedia Computer Science 108, 235-244, 2017
52017
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
12021
Improved Memories Learning
F Varoli, G Novati, PR Vlachas, P Koumoutsakos
arXiv preprint arXiv:2008.10433, 2020
12020
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