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Guido Novati
Guido Novati
Verified email at ethz.ch - Homepage
Title
Cited by
Cited by
Year
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
3542018
Automating turbulence modelling by multi-agent reinforcement learning
G Novati, HL de Laroussilhe, P Koumoutsakos
Nature Machine Intelligence 3 (1), 87-96, 2021
1582021
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
1392017
Remember and forget for experience replay
G Novati, P Koumoutsakos
International Conference on Machine Learning, 4851-4860, 2019
1042019
Controlled gliding and perching through deep-reinforcement-learning
G Novati, L Mahadevan, P Koumoutsakos
Physical Review Fluids 4 (9), 093902, 2019
782019
Learning efficient navigation in vortical flow fields
P Gunnarson, I Mandralis, G Novati, P Koumoutsakos, JO Dabiri
Nature communications 12 (1), 7143, 2021
502021
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
232017
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
202015
Optimal flow sensing for schooling swimmers
P Weber, G Arampatzis, G Novati, S Verma, C Papadimitriou, ...
Biomimetics 5 (1), 10, 2020
182020
Synchronised swimming of two fish
G Novati, S Verma, D Alexeev, D Rossinelli, WM van Rees, ...
arXiv preprint arXiv:1610.04248, 2016
102016
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
82021
Deep-reinforcement-learning for gliding and perching bodies
G Novati, L Mahadevan, P Koumoutsakos
arXiv preprint arXiv:1807.03671, 2018
82018
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
Flow modeling and control through deep reinforcement learning
G Novati
ETH Zurich, 2020
12020
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
2024
Learning swimming escape patterns under energy constraints
I Mandralis, P Weber, G Novati, P Koumoutsakos
arXiv e-prints, arXiv: 2105.00771, 2021
2021
Deep Reinforcement Learning for Efficient Navigation in Vortical Flow Fields
P Gunnarson, I Mandralis, G Novati, P Koumoutsakos, J Dabiri
APS Division of Fluid Dynamics Meeting Abstracts, R01. 018, 2020
2020
Optimal sensing for fish school identification
P Weber, G Arampatzis, G Novati, S Verma, C Papadimitriou, ...
arXiv preprint arXiv:1910.09937, 2019
2019
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