Publications

Preprints

  • Rahil N. Valani, Emergence of Friedel-like oscillations from Lorenz dynamics in walking droplets. arXiv
  • Rahil N. Valani, Sumesh Thampi and Julia M. Yeomans, From Equilibrium Multistability to Spatiotemporal Chaos in Channel Flows of Nematic Fluids. (under review) arXiv

2025

2024

We show that a high-memory model of a walking droplet reduces to the diffusionless Lorenz equations, forming a minimal example of an attractor-driven active particle. Linking the phase-space geometry and bifurcations of the Lorenz system to particle motion provides new insight into hydrodynamic quantum analogues and active particle dynamics.

2023

We analyse a Lorenz-like model of a classical wave–particle entity in a sinusoidal potential and identify a rich set of steady and unsteady motions, including oscillatory, runaway, and irregular dynamics. The system exhibits interference-like patterns and multistability in parameter space, drawing analogies with Bragg reflection and electron motion in crystals.

We introduce a formalism in which a particle’s dynamics are driven directly by an attractor in its internal state space, giving rise to a new class of systems termed attractor-driven matter. This framework generates rich single-particle and collective behaviours reminiscent of active matter and provides a flexible way to model complex dynamical systems.

We distinguish true laminar chaos from visually similar diffusion-like dynamics in Lorenz-type wave–particle systems, introducing the concept of pseudolaminar chaos. While the two behaviours appear nearly indistinguishable at the signal level, correlation analysis reveals clear dynamical differences, even in the presence of noise.

We show that particle focusing in curved duct flows undergoes bifurcations as the duct curvature varies, arising from the balance between inertial lift and vortex-induced drag. Exploiting these bifurcations in spiral ducts enables enhanced size-based particle separation, including a mechanism based on transient trapping near saddle points.

2022

We develop an asymptotic model for particle focusing in curved duct flows, revealing how inertial lift and curvature-induced vortices produce multiple equilibrium states. Bifurcation analysis identifies parameter regimes that optimise size-based particle separation, with direct relevance to microfluidic technologies such as circulating tumour cell isolation.

We show that the trajectory equations of walking droplets can reduce to Lorenz-like dynamical systems for certain wave configurations. This provides a dynamical-systems framework for understanding how chaotic dynamics give rise to emergent statistical behaviour in hydrodynamic quantum analogues.

We show that a simple model of a walking droplet can exhibit negative mobility, drifting opposite to an applied bias force due to memory-driven dynamics. This demonstrates that paradoxical transport can arise in self-propelled wave–particle systems without noise or periodic forcing.

2021

Using a one-dimensional pilot-wave model, we show that unsteady walking dynamics of a self-propelled droplet can be mapped onto the Lorenz system. This reveals connections between deterministic chaos, stochastic descriptions via Langevin dynamics, and diffusion-like behaviour in wave–particle systems.

We numerically show that superwalking droplets driven by slowly varying phase differences between two forcing frequencies exhibit distinct forms of intermittent motion, including oscillatory, stop–and–go, and irregular dynamics. These results provide a foundation for controlling droplet trajectories through engineered time-dependent driving.

We develop a theoretical model for superwalking droplets driven by two-frequency vibration and explain how coupled vertical and horizontal dynamics give rise to sustained self-propulsion. Numerical results agree with experiments and clarify the mechanism underlying the emergence of superwalking states.

2020

Millimetre-sized walking droplets that emerge on the surface of a vertically vibrating liquid bath can exhibit certain features that were previously thought to be exclusive to the microscopic quantum realm. This thesis investigates a new class of walking droplets, coined superwalkers, and also studies the rich dynamical behaviour of droplets in a generalised pilot-wave framework. Insights from this research may help further our understanding in the areas of hydrodynamic quantum analogues and active matter.

2019

walker is a droplet of liquid that self-propels on the free surface of an oscillating bath of the same liquid through feedback between the droplet and its wave field. We have studied walking droplets in the presence of two driving frequencies and have observed a new class of walking droplets, which we coin superwalkers. Superwalkers may be more than double the size of the largest walkers, may travel at more than triple the speed of the fastest ones, and enable a plethora of novel multidroplet behaviors.

2018

A droplet bouncing on the surface of a vibrating liquid bath can move horizontally guided by the wave it produces on impacting the bath. The wave itself is modified by the environment, and thus, the interactions of the moving droplet with the surroundings are mediated through the wave. Using a description for walking droplets as a theoretical pilot-wave model, we investigate the dynamics of two interacting identical, in-phase bouncing droplets theoretically and numerically. A remarkably rich range of behaviors is encountered as a function of the two system parameters. We explore these regimes and others and the bifurcations between them through analytic and numerical linear stability analyses and through fully nonlinear numerical simulation.

We present a numerical study of two-droplet pair correlations for in-phase droplets walking on a vibrating bath. Two such walkers are launched toward a common point of intersection. As they approach, their carrier waves may overlap and the droplets have a non-zero probability of forming a two-droplet bound state. Three generic types of two-droplet correlations are observed: promenading, orbiting, and chasing pair of walkers. For certain parameters, the droplets may become correlated for certain initial path differences and remain uncorrelated for others, while in other cases, the droplets may never produce droplet pairs. These observations pave the way for further studies of strongly correlated many-droplet behaviors in the hydrodynamical quantum analogs of bouncing and walking droplets.

We have studied statistical mechanics of a gas of vortices in two dimensions. We introduce a new observable—a condensate fraction of Onsager vortices—to quantify the emergence of the vortex condensate. The condensation of Onsager vortices is most transparently observed in a single vortex species system and occurs due to a competition between solid body rotation (see vortex lattice) and potential flow (see multiple quantum vortex state). We propose an experiment to observe the condensation transition of the vortices in such a single vortex species system.

2016

  • R. N. Valani and Kerry Hourigan, A numerical study of flow past a forced oscillating cylinder, AIAA student conference (2016)
  • R. N. Valani, A numerical study of flow past a forced oscillating circular cylinder at low Reynolds number, Final Year Project Thesis, Monash University (2016)

A numerical study of flow past a cylinder oscillating transverse, inline and at an angle to the incoming flow was performed at low Reynolds number. The forcing frequency and the forcing amplitude ratio were varied independently and rich dynamical responses including periodic, quasiperiodic and chaotic responses were recorded and compared to the wake topology.
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2015

  • R. Valani, A. Slim and J. Miller, Wave particle duality in multiple bouncing fluid droplets, AMSI research report (2015)

Using a simple theoretical model of a self-propelled wave-particle duality inspired from walking droplets, we theoretically and numerically explore the dynamics of two and three droplets. Using our analysis we were able to find stationary states, parallel walking states and orbiting states for two droplets as well as stationary states for three droplets which were confirmed numerically and also found experimentally. By investigating the dynamics of three droplets, various trajectories and exotic orbits were identified.