Synthetic active matter – Superwalking droplets
Superwalking droplets—self-propelled liquid drops bouncing on a vertically vibrated fluid bath—are a novel class of synthetic active matter, where each droplet acts as an energy-consuming particle powered by its interaction with a self-generated wave field. Unlike many synthetic active systems with constant motility, superwalking droplets exhibit rich internal-state dynamics, including transitions between stationary, steady, and oscillatory motion, driven by memory effects in the wave–particle coupling. Such active wave-particle entities have also been shown to exhibit hydrodynamic quantum analogs.






- R. N. Valani, A.C. Slim and T. Simula, Stop-and-go locomotion of superwalking droplets, Physical Review E, 103, 043102 (2021) arXiv
- R. N. Valani, J. Dring, A.C. Slim and T. Simula, Emergence of superwalking droplets, Journal of Fluid Mechanics, 906, A3 (2021) arXiv
- R. N. Valani, A. C. Slim and T. Simula, Superwalking droplets, Physical Review Letters, 123, 024503 (2019) arXiv
Active matter with internal-state dynamics
Murmurations of birds, schooling of fish, insect swarms, bacterial suspensions, human crowd and swarming of robots/drones are all examples of complex and dynamical collective behaviours that result from complex interactions among individuals. We have explored a collection of particles, coined attractor-driven matter, where we model each particle’s internal complexity by attributing to it an internal state space that is represented by a point on an attracting set of a chaotic dynamical system. We illustrate the rich dynamical and emergent behaviors that can arise from such particles. The formalism provides a flexible means to generate complex dynamical and collective behaviors that may be broadly applied in various contexts.






- R. N. Valani and D. M. Paganin, Attractor-driven matter, Chaos, 33, 023125 (2023) arXiv Talk
- R. N. Valani, Infinite-memory classical wave-particle entities, attractor-driven active particles and the diffusionless Lorenz equations, Chaos, 34, 013133 (2024) arXiv
Nonlinear dynamics of passive and active particles in channel flows
We explore the complex dynamics of particles in fluid flows through confined geometries, focusing on how both active and passive particles behave under the influence of flow profiles and channel shapes relevant to microfluidic applications. Active particles swimming in Poiseuille flow through rectangular channels exhibit a variety of nonlinear trajectories such as periodic swinging, trapping, and chaotic tumbling, that shaped by the interplay between their intrinsic propulsion and the flow velocity. Meanwhile, passive particles suspended in fluid flow through curved microchannels experience focusing effects driven by the balance of inertial lift and secondary flows, leading to bifurcations and tipping phenomena that govern their stable equilibrium positions. These nonlinear behaviors under combined hydrodynamic and geometric effects reveal mechanisms for controlling particle motion and enabling passive separation strategies in microfluidic devices.
- B. Harding, R. N. Valani and Y. Stokes, Hamiltonian formulation for the motion of an active spheroidal particle suspended in laminar straight duct flow, Physical Review E, 112, 054125 (2025) arXiv
- Ioannis Hadjifrangiskou, Sumesh P. Thampi and Rahil N. Valani, Nematic order from phase synchronization of shape oscillations, Physical Review Letters, 135, 068101 (2025) arXiv
- R. N. Valani, B. Harding and Y. M. Stokes, Active particle motion in Poiseuille flow through rectangular channels, Physical Review E, 110, 034603 (2024) arXiv
- R. N. Valani, B. Harding and Y. M. Stokes, Inertial particle focusing in fluid flow through spiral ducts: dynamics, tipping phenomena and particle separation, Journal of Fluid Mechanics, 990, A13 (2024) arXiv
- R. N. Valani, B. Harding and Y. M. Stokes, Utilizing bifurcations to separate particles in spiral inertial microfluidics, Physics of Fluids, 35, 011703 (2023) arXiv
- R. N. Valani, B. Harding and Y. M. Stokes, Bifurcations and dynamics in inertial focusing of particles in curved rectangular ducts, SIADS, 21, 2371-2392 (2022) arXiv
Active wave-particle entities: Inertial active particles with memory
We explore how the intrinsic coupling between an active particle and its self-generated wave-memory fields gives rise to rich dynamical complexity captured by Lorenz-like nonlinear models.

- Rahil N. Valani and David M. Paganin, Active wave-particle clusters. Physical Review E, 112, 065103 (2025) arXiv
- R. N. Valani and B. Dandogbessi, Asymmetric limit cycles within Lorenz chaos induce anomalous mobility for a memory-driven active particle, Physical Review E (Letter), 110, L052203 (2024) arXiv Talk
- R. N. Valani and A. G. López, Quantum-like behavior of an active particle in a double-well potential, Chaos, Solitons & Fractals, 186, 115253 (2024) arXiv
- R. N. Valani, Lorenz-like systems emerging from an integro-differential trajectory equation of a one-dimensional wave-particle entity, Chaos, 32, 023129 (2022) arXiv
- R. N. Valani, Anomalous transport of a classical wave-particle entity in a tilted potential, Physical Review E, 105, L012101 (2022) arXiv
- R. N. Valani, A. C. Slim, D. M. Paganin, T. P. Simula, and T. Vo, Unsteady dynamics of a classical particle-wave entity, Physical Review E, 104, 015106 (2021) arXiv
- R. N. Valani and A.C. Slim, Pilot-wave dynamics of two identical, in-phase bouncing droplets, Chaos, 28 (9), 096114 (2018) Editor’s pick arXiv