Learning swimming escape patterns for larval fish under energy constraints

Burst-and-coast swimmers optimize gait by adapting unique intrinsic cycle

(2021) Gen Li et al.   Communications Biology

Reinforcement learning for bluff body active flow control in experiments and simulations

(2020) Dixia Fan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The pursuit strategy of predatory bluefish ( Pomatomus saltatrix )

(2019) Matthew J. McHenry et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control

(2019) Jean Rabault et al.   JOURNAL OF FLUID MECHANICS

Canal neuromasts enhance foraging in zebrafish (Danio rerio)

(2019) Andres Carrillo et al.   Bioinspiration & Biomimetics

Red muscle activity in bluegill sunfish Lepomis macrochirus during forward accelerations

(2019) Margot A. B. Schwalbe et al.   Scientific Reports

Machine Learning for Fluid Mechanics

(2019) Steven L. Brunton et al.   Annual Review of Fluid Mechanics

The Zebrafish Visual System: From Circuits to Behavior

(2019) Johann H. Bollmann   Annual Review of Vision Science

Controlled gliding and perching through deep-reinforcement-learning

(2019) Guido Novati et al.   Physical Review Fluids

Biomechanics of swimming in developing larval fish

(2018) Cees J. Voesenek et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Efficient collective swimming by harnessing vortices through deep reinforcement learning

(2018) Siddhartha Verma et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Glider soaring via reinforcement learning in the field

(2018) Gautam Reddy et al.   NATURE

Flow Navigation by Smart Microswimmers via Reinforcement Learning

(2017) Simona Colabrese et al.   PHYSICAL REVIEW LETTERS

Fish prey change strategy with the direction of a threat

(2017) Arjun Nair et al.   PROCEEDINGS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Learning to school in the presence of hydrodynamic interactions

(2016) M. Gazzola et al.   JOURNAL OF FLUID MECHANICS

Neural Circuits Underlying Visually Evoked Escapes in Larval Zebrafish

(2016) Timothy W. Dunn et al.   NEURON

Learning to soar in turbulent environments

(2016) Gautam Reddy et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A statistical learning strategy for closed-loop control of fluid flows

(2016) Florimond Guéniat et al.   THEORETICAL AND COMPUTATIONAL FLUID DYNAMICS

Brain-wide mapping of neural activity controlling zebrafish exploratory locomotion

(2016) Timothy W Dunn et al.   eLife

Quantitative flow analysis of swimming dynamics with coherent Lagrangian vortices

(2015) F. Huhn et al.   CHAOS

Visuomotor Transformations Underlying Hunting Behavior in Zebrafish

(2015) Isaac H. Bianco et al.   CURRENT BIOLOGY

When Optimal Strategy Matters to Prey Fish

(2015) Alberto Soto et al.   INTEGRATIVE AND COMPARATIVE BIOLOGY

Hydrodynamics of C-Start Escape Responses of Fish as Studied with Simple Physical Models

(2015) William C. Witt et al.   INTEGRATIVE AND COMPARATIVE BIOLOGY

Prey fish escape by sensing the bow wave of a predator

(2014) W. J. Stewart et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Escape trajectories are deflected when fish larvae intercept their own C-start wake

(2014) G. Li et al.   Journal of the Royal Society Interface

Reinforcement Learning and Wavelet Adapted Vortex Methods for Simulations of Self-propelled Swimmers

(2014) Mattia Gazzola et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

The functional role of caudal and anal/dorsal fins during the C-start of a bluegill sunfish

(2013) I. Borazjani   JOURNAL OF EXPERIMENTAL BIOLOGY

Median fin function during the escape response of bluegill sunfish (Lepomis macrochirus). I: Fin-ray orientation and movement

(2012) B. A. Chadwell et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Hydrodynamics of the bluegill sunfish C-start escape response: three-dimensional simulations and comparison with experimental data

(2012) I. Borazjani et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Survival hydrodynamics

(2012) M. S. Triantafyllou   JOURNAL OF FLUID MECHANICS

C-start: optimal start of larval fish

(2012) M. Gazzola et al.   JOURNAL OF FLUID MECHANICS

Simulations of single and multiple swimmers with non-divergence free deforming geometries

(2011) Mattia Gazzola et al.   JOURNAL OF COMPUTATIONAL PHYSICS

GPU and APU computations of Finite Time Lyapunov Exponent fields

(2011) Christian Conti et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Stealth predation and the predatory success of the invasive ctenophore Mnemiopsis leidyi

(2010) S. P. Colin et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Finite difference methods for approximating Heaviside functions

(2009) John D. Towers   JOURNAL OF COMPUTATIONAL PHYSICS

Transport of inertial particles by Lagrangian coherent structures: application to predator–prey interaction in jellyfish feeding

(2009) J. PENG et al.   JOURNAL OF FLUID MECHANICS

A vortex level set method for the two-way coupling of an incompressible fluid with colliding rigid bodies

(2008) M. Coquerelle et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Hydrodynamics of the escape response in bluegill sunfish, Lepomis macrochirus

(2008) E. D. Tytell et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

Flow patterns of larval fish: undulatory swimming in the intermediate flow regime

(2007) U. K. Muller et al.   JOURNAL OF EXPERIMENTAL BIOLOGY