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
1162018
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
512017
Remember and forget for experience replay
G Novati, P Koumoutsakos
International Conference on Machine Learning, 4851-4860, 2019
272019
Controlled gliding and perching through deep-reinforcement-learning
G Novati, L Mahadevan, P Koumoutsakos
Physical Review Fluids 4 (9), 093902, 2019
242019
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
132017
Self-propulsion of a counter-rotating cylinder pair in a viscous fluid
WM van Rees, G Novati, P Koumoutsakos
Physics of Fluids 27 (6), 063102, 2015
132015
Automating turbulence modelling by multi-agent reinforcement learning
G Novati, HL de Laroussilhe, P Koumoutsakos
Nature Machine Intelligence 3 (1), 87-96, 2021
112021
Optimal flow sensing for schooling swimmers
P Weber, G Arampatzis, G Novati, S Verma, C Papadimitriou, ...
Biomimetics 5 (1), 10, 2020
52020
Synchronised swimming of two fish
G Novati, S Verma, D Alexeev, D Rossinelli, WM van Rees, ...
arXiv preprint arXiv:1610.04248, 2016
52016
Deep-Reinforcement-Learning for Gliding and Perching Bodies
G Novati, L Mahadevan, P Koumoutsakos
arXiv preprint arXiv:1807.03671, 2018
32018
Learning Efficient Navigation in Vortical Flow Fields
P Gunnarson, I Mandralis, G Novati, P Koumoutsakos, JO Dabiri
arXiv preprint arXiv:2102.10536, 2021
12021
Learning swimming escape patterns under energy constraints
I Mandralis, P Weber, G Novati, P Koumoutsakos
arXiv preprint arXiv:2105.00771, 2021
2021
Automating turbulence modelling by multi-agent reinforcement learning (vol 3, pg 81, 2021)
G Novati, HL de Laroussilhe, P Koumoutsakos
NATURE MACHINE INTELLIGENCE, 2021
2021
Deep Reinforcement Learning for Efficient Navigation in Vortical Flow Fields
P Gunnarson, I Mandralis, G Novati, P Koumoutsakos, J Dabiri
Bulletin of the American Physical Society, 2020
2020
Improved Memories Learning
F Varoli, G Novati, PR Vlachas, P Koumoutsakos
arXiv preprint arXiv:2008.10433, 2020
2020
Flow modeling and control through deep reinforcement learning
G Novati
ETH Zurich, 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
Harnessing wake vortices for efficient collective swimming via deep reinfrcement learning
S Verma, G Novati, P Koumoutsakos
APS Division of Fluid Dynamics Meeting Abstracts, L9. 009, 2017
2017
Fast motion of heaving airfoils
S Verma, G Novati, F Noca, P Koumoutsakos
Procedia Computer Science 108, 235-244, 2017
2017
Locomotion gaits of a rotating cylinder pair
WM van Rees, G Novati, P Koumoutsakos, L Mahadevan
APS Division of Fluid Dynamics Meeting Abstracts, G27. 007, 2015
2015
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Articles 1–20