Deep-reinforcement-learning-based self-organization of freely undulatory swimmers
H Yu, B Liu, C Wang, X Liu, XY Lu, H Huang - Physical Review E, 2022 - APS
It is fascinating that fish groups spontaneously form different formations. The collective
locomotions of two and multiple undulatory self-propelled foils swimming in a fluid are …
locomotions of two and multiple undulatory self-propelled foils swimming in a fluid are …
Collective locomotion of two uncoordinated undulatory self-propelled foils
Fish schooling with stable configurations is intriguing. How individuals benefit from
hydrodynamic interactions is still an open question. Here, fish are modeled as undulatory …
hydrodynamic interactions is still an open question. Here, fish are modeled as undulatory …
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 …
Using a robotic platform to study the influence of relative tailbeat phase on the energetic costs of side-by-side swimming in fish
A potential benefit of swimming together in coordinated schools is to allow fish to extract
energy from vortices shed by their neighbours, thus reducing the costs of locomotion. This …
energy from vortices shed by their neighbours, thus reducing the costs of locomotion. This …
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 …
Hydrodynamic schooling of multiple self-propelled flapping plates
ZR Peng, H Huang, XY Lu - Journal of Fluid Mechanics, 2018 - cambridge.org
While hydrodynamic interactions for aggregates of swimmers have received significant
attention in the low Reynolds number realm (), there has been far less work at higher …
attention in the low Reynolds number realm (), there has been far less work at higher …
Learning to swim in potential flow
Fish swim by undulating their bodies. These propulsive motions require coordinated shape
changes of a body that interacts with its fluid environment, but the specific shape …
changes of a body that interacts with its fluid environment, but the specific shape …
Self-organization of multiple self-propelling flapping foils: energy saving and increased speed
X Lin, J Wu, T Zhang, L Yang - Journal of Fluid Mechanics, 2020 - cambridge.org
The collective hydrodynamics in fish schools and bird flocks, which includes self-
organization of multiple dynamic bodies, is complex and lacks sufficient exploration. In this …
organization of multiple dynamic bodies, is complex and lacks sufficient exploration. In this …
Hydrodynamic advantages of in-line schooling
Fish benefit energetically when swimming in groups, which is reflected in lower tail-beat
frequencies for maintaining a given speed. Recent studies further show that fish save the …
frequencies for maintaining a given speed. Recent studies further show that fish save the …
Reinforcement learning and wavelet adapted vortex methods for simulations of self-propelled swimmers
M Gazzola, B Hejazialhosseini… - SIAM Journal on Scientific …, 2014 - SIAM
We present a numerical method for the simulation of collective hydrodynamics in self-
propelled swimmers. Swimmers in a viscous incompressible flow are simulated with a …
propelled swimmers. Swimmers in a viscous incompressible flow are simulated with a …