[HTML][HTML] Reinforcement learning of a multi-link swimmer at low Reynolds numbers
The use of machine learning techniques in the development of microscopic swimmers has
drawn considerable attention in recent years. In particular, reinforcement learning has been …
drawn considerable attention in recent years. In particular, reinforcement learning has been …
Self-learning how to swim at low Reynolds number
Designing locomotory gaits for synthetic microswimmers has been a challenge due to
stringent constraints on self-propulsion at low Reynolds numbers (Re). Here, we introduce a …
stringent constraints on self-propulsion at low Reynolds numbers (Re). Here, we introduce a …
Synchronisation through learning for two self-propelled swimmers
The coordinated motion by multiple swimmers is a fundamental component in fish schooling.
The flow field induced by the motion of each self-propelled swimmer implies non-linear …
The flow field induced by the motion of each self-propelled swimmer implies non-linear …
Navigation of micro-swimmers in steady flow: The importance of symmetries
Marine micro-organisms must cope with complex flow patterns and even turbulence as they
navigate the ocean. To survive they must avoid predation and find efficient energy sources …
navigate the ocean. To survive they must avoid predation and find efficient energy sources …
Learning swimming escape patterns for larval fish under energy constraints
Swimming organisms can escape their predators by creating and harnessing unsteady flow
fields through their body motions. Stochastic optimization and flow simulations have …
fields through their body motions. Stochastic optimization and flow simulations have …
Learning to cooperate for low-Reynolds-number swimming: a model problem for gait coordination
Biological microswimmers can coordinate their motions to exploit their fluid environment—
and each other—to achieve global advantages in their locomotory performance. These …
and each other—to achieve global advantages in their locomotory performance. These …
Steering undulatory micro-swimmers in a fluid flow through reinforcement learning
This work aims at finding optimal navigation policies for thin, deformable microswimmers
that progress in a viscous fluid by propagating a sinusoidal undulation along their slender …
that progress in a viscous fluid by propagating a sinusoidal undulation along their slender …
Gait and speed selection in slender inertial swimmers
M Gazzola, M Argentina… - Proceedings of the …, 2015 - National Acad Sciences
Inertial swimmers use flexural movements to push water and generate thrust. We quantify
this dynamical process for a slender body in a fluid by accounting for passive elasticity and …
this dynamical process for a slender body in a fluid by accounting for passive elasticity and …
Kinematics of a simple reciprocal model swimmer at intermediate Reynolds numbers
T Dombrowski, D Klotsa - Physical Review Fluids, 2020 - APS
We computationally studied the kinematics of a simple reciprocal model swimmer
(asymmetric dumbbell) in a Newtonian fluid as a function of the Reynolds number (Re), and …
(asymmetric dumbbell) in a Newtonian fluid as a function of the Reynolds number (Re), and …
Coordination changes in front-crawl swimming
R Carmigniani, L Seifert… - Proceedings of the …, 2020 - royalsocietypublishing.org
We report the evolution of the coordination with velocity in front-crawl swimming which is
used in competitions over a large range of distances (from 50 m up to 25 km in open-water …
used in competitions over a large range of distances (from 50 m up to 25 km in open-water …