Preprints
- Rahil N. Valani, Emergence of Friedel-like oscillations from Lorenz dynamics in walking droplets. arXiv
- Rudra Sekhri, Rahil N. Valani, and Tapio Simula, Intermittent Motility of a Synthetic Active Particle in Changing Environments. 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
- Rahil N. Valani and David M. Paganin, Active wave-particle clusters. Physical Review E, 112, 065103 (2025) arXiv

We show through numerical simulations that self-propelled classical droplets can spontaneously assemble into stable clusters that behave like atomic nuclei. Each such “active” droplet moves across a vibrating liquid surface while generating waves that interact to hold the group together. These active clusters exhibit collective motion, by expanding, rotating, and deforming in a similar way to vibrational and rotational excitations in nuclear systems. At higher activity, they can eject individual droplets in a decay process, thereby resembling radioactivity. The findings reveal how active matter can self-confine and display emergent, quantum-like behaviors, bridging concepts from nuclear physics and collective dynamics in active systems.
- D. Müller-Bender and R. N. Valani, Laminar chaos in systems with random and chaotically time-varying delay Physical Review E, 112, 064203 (2025) arXiv

Time delays are fundamental in many real systems. When these delays themselves vary periodically in time, they can lead to a special form of chaos called laminar chaos. It is characterized by long, quiet phases interrupted by sudden bursts. Earlier studies showed that laminar chaos arises because the system can fall into a resonance with its own past: as the delay varies, the timing of feedback aligns in just the right way to generate these alternating calm and burst phases. Our new work, reveals that this resonance, and the resulting laminar chaos, emerges not only when delays vary periodically, but even when they change in completely random or chaotically generated ways. Our work also extends practical tools for detecting laminar chaos in experimental data, and for distinguishing it from related phenomena such as pseudolaminar chaos observed in Lorenz-like walking-droplet dynamics.
- Divya Jaganathan and R. N. Valani, Markovian embedding of nonlocal equations using spectral representation. Communications in Nonlinear Science and Numerical Simulation, 109540 (2025) arXiv

A common challenge in modeling physical systems is that many equations depend not only on the current state but also on their past history. We show that a broad class of these nonlinear memory equations can be rewritten in a fully local form meaning the system no longer needs to store or recompute its full history. By using a spectral representation of the memory kernel, we introduce a small set of auxiliary variables that exactly encode the effect of the past. This converts the non-Markovian, history-dependent problem into an equivalent Markovian one that depends only on the present state.
- 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

Active particles, tiny objects that propel themselves by using energy, often swim through complex fluid environments, yet their motion can reveal surprising order. In this work, we developed a unified mathematical framework to describe how self-propelled particles move in smooth, steady flows through straight channels of different cross-sectional shapes. Through analytical and numerical methods, we show that active particles, whether spherical, elongated, or flattened, follow intricate trajectories that nevertheless remain confined within well-defined, predictable regions of the channel. This reveals an underlying structure in what might otherwise appear as complex or chaotic motion.
- Jason K. Kabarowski, Aditya S. Khair and Rahil N. Valani, Hydrodynamic memory and Quincke rotation, Physical Review Fluids, 10, 093701 (2025) arXiv

Quincke rotation, where a particle in a fluid spontaneously spins under a strong electric field, is governed by the famous Lorenz system. We show that including the fluid’s inertia, a “memory” of past motion, modifies the dynamics into memory Lorenz equations, resolving discrepancies between classical predictions and experiments. This memory delays chaos, expands multistability, and can restore periodic motion at higher fields. More broadly, memory effects may shape Lorenz-type systems in general, with implications for chaos control and active matter.
- Ioannis Hadjifrangiskou, Sumesh P. Thampi and Rahil N. Valani, Nematic order from phase synchronization of shape oscillations, Physical Review Letters, 135, 068101 (2025) arXiv

We use a minimal theoretical model to show that when deformable, elongated particles are placed in an oscillatory shear flow, they can synchronize their shape oscillations leading to spontaneous nematic alignment without any particle-particle interactions. Rigid elongated particles don’t show this behavior, whereas deformable particles do due to their ability to undergo shape changes and phase-lock with the driving flow.
- A. G. López and R. N. Valani, Driven transitions between megastable quantized orbits, Chaos, Solitons & Fractals, 198, 116549 (2025) arXiv

We consider a nonlinear oscillator with state-dependent time-delay that displays a countably infinite number of nested limit cycle attractors, i.e. megastability. We demonstrate transitions between different quantized orbits, i.e. different energy levels, by subjecting the system to an external finite-time harmonic driving. Resonance can drivestransitions to higher energy levels whereas beating effects can lead to transitions to lower energy levels. Such driven transitions between quantized orbits form a classical analog of quantum jumps. From a practical viewpoint, our work might find applications in physical and engineering system where controlled transitions between several limit cycles of a multistable dynamical system is desired.
- R. Xu and R. N. Valani, Tunneling in a Lorenz-like model for an active wave-particle entity, Physical Review E, 111, 034218 (2025) arXiv

We consider a simple setup of a classical, active wave-particle entity (inspired from walking droplets) encountering a barrier. Since the particle is active, it does not conserve energy and can modulate it when interacting with the barrier. This setup maps to the dynamics of a perturbed Lorenz system (same Lorenz system with the well-known “butterfly effect”). We find that nonlinear features of this system can give rise to unpredictable “tunneling” across the barrier.
- A. G. López and R. N. Valani, Megastable quantization in generalized pilot-wave hydrodynamics, Physical Review E (Letter), 111, L022201 (2025) arXiv

A classical particle in a harmonic potential gives rise to a continuous energy spectra, whereas the corresponding quantum particle exhibits countably infinite quantized energy levels. By considering a truncated-memory stroboscopic pilot-wave model walking droplets in the low dissipation regime, we obtain a classical harmonic oscillator perturbed by oscillatory nonconservative forces that display countably infinite coexisting limit-cycle states, also known as megastability.
2024
- 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

On applying a small bias force, nonequilibrium systems may respond in paradoxical ways such as with negative mobility – a net drift opposite to the applied bias. We consider a minimal model of a memory-driven active particle inspired from experiments with walking and superwalking droplets, whose equation of motion maps to the celebrated Lorenz system. By adding a small bias force to this Lorenz model for the active particle, we uncover a dynamical mechanism for emergence of negative mobility. Our work highlights a general dynamical mechanism for the emergence of anomalous transport behaviors for active particles described by low-dimensional nonlinear models.
- 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

We investigated the motion of a simple active particle suspended in fluid flow through a straight channel. We observe a diverse set of active particle trajectories, both regular and chaotic, which we classify into different types of swinging, trapping, tumbling and wandering motion. Outcomes of this work may have implications for dynamics of natural and artificial microswimmers in confined regions.
- 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

We theoretically and numerically investigated tipping points in a system of small particles flowing inside spiral microfluidic channels. Such microfluidic systems are being used in experiments to separate particles according to their size in biodemical and industrial technologies. We show that tipping points exist for particles moving in such spiral microfluidic channels, and this may have implications for optimizing particle separation in such devices. Further, we leverage these tipping points and use them to propose new ways of separating particles by size.
- 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

Vibrating a liquid bath can result in droplets that extract energy from the vibrations of bath and convert it into self-propulsion. Such active droplets, known as walkers/superwalkers, not only move persistently but also sculpt their own dynamical landscape by imprinting fading waves on the liquid surface as they move. Using a simple mathematical model of such an active particle inspired from walkers/superwalkers, we show that it exhibits quantum-like behaviours in a double-well potential. These include multistable quantized states, intermittent tunneling and wave-like statistics.
- B. Harding, Y. Stokes and R. N. Valani, Inertial focusing dynamics of spherical particles in curved microfluidic ducts with a trapezoidal cross-section, SIADS, 23, 1805-1835 (2024) arXiv
- R. N. Valani, B. Harding and Y. M. Stokes, Bifurcations in inertial focusing of a particle suspended in flow through curved rectangular ducts Perspectives in Dynamical Systems II — Numerical and Analytical Approaches. DSTA 2021. Springer Proceedings in Mathematics & Statistics, vol 454. Springer, Cham. (2024) arXiv Talk

We investigate an ODE model that governs the focusing dynamics of small particles in curved duct fluid flows. We investigate both analytically and numerically, the particle equilibria and their bifurcations for a curved duct having a 2×1 and a 1×2 rectangular cross-section. We observe a number of different bifurcations in particle equilibria such as saddle-node, pitchfork and Hopf, as the model parameters are varied. These results may aid in the design of inertial microfluidic devices aimed at particle separation by size.
- A. G. López and R. N. Valani, Unpredictable tunneling in a retarded bistable potential, Chaos, 34, 043117 (2024) arXiv

We investigated the dynamics of a damped particle inside an external double-well potential under the influence of state-dependent time-delayed feedback. In certain regions of the parameter space, we observe multistability with the existence of two different attractors (limit cycle or strange attractor) with well separated mean Lyapunov energies forming a two-level system. Bifurcation analysis reveals that, as the effects of the time-delay feedback are enhanced, chaotic transitions emerge between the two wells of the double-well potential for the attractor corresponding to the fundamental energy level. By computing the residence time distributions and the scaling laws near the onset of chaotic transitions, we rationalize this apparent tunneling-like effect in terms of the crisis-induced intermittency phenomenon.
- R. N. Valani, Infinite-memory classical wave-particle entities, attractor-driven active particles and the diffusionless Lorenz equations, Chaos, 34, 013133 (2024) arXiv Talk

Walking and superwalking droplets can emerge on the free surface of a vibrating liquid bath and constitute a classical, active wave-particle entity (WPE). Chaotic dynamics of the WPE in the high-memory regime can result in wave-like statistics and the WPE displays hydrodynamic quantum analogs. We use an idealized model of a one-dimensional WPE to investigate this very high-memory regime and show that the dynamics of the system reduce to one of the algebraically simplest dynamical systems that exhibits chaos—the diffusionless Lorenz equations (DLEs). The system also forms an example of an attractor-driven particle, i.e., an active particle driven by the DLE residing in its internal state-space. By investigating this system in detail, we link the phase-space geometry, dynamics, and bifurcations of the DLE system to the motion and trajectories of the particle, giving us new insights into using phase-space attractors to understand hydrodynamic quantum analogs and model active particle motion.
2023
- J. Perks and R. N. Valani, Dynamics, interference effects and multistability in a Lorenz-like system of a classical wave-particle entity in a periodic potential, Chaos, 33, 033147 (2023) arXiv


We investigated the dynamics of a 1D classical wave-particle entity (WPE) in a sinusoidal potential using an idealized theoretical model that takes the form of a Lorenz-like system. We find steady states of the system that correspond to a stationary WPE as well as a rich array of unsteady motions such as back-and-forth oscillating walkers, runaway oscillating walkers and various types of irregular walkers. In the parameter space formed by the dimensionless parameters of the applied sinusoidal potential, we observe patterns of alternating unsteady behaviors suggesting interference effects. Additionally, in certain regions of the parameter space, we also identify multistability in the particle’s long-term behavior that depends on the initial conditions. We make analogies between the identified behaviors in the WPE system and Bragg’s reflection of light as well as electron motion in crystals.
- R. N. Valani and D. M. Paganin, Attractor-driven matter, Chaos, 33, 023125 (2023) arXiv Talk

Strange attractors emerge in the phase space of nonlinear dynamical systems. We consider a converse case where attractors, strange or otherwise, are used as a fundamental driver of the dynamics of a single-particle or multi-particle classical system. By coupling the dynamical variables of a particle with an attractor associated with its internal state-space, we present a formalism to generate a class of matter coined “attractor-driven matter.” We illustrate the rich dynamical and emergent behaviors that can arise from such particles and show behaviors reminiscent of active matter. The formalism provides a flexible means to generate complex dynamical and collective behaviors that may be broadly applied in various contexts.
- D. Müller-Bender, R. N. Valani, G. Radons, Pseudo-laminar chaos from on-off intermittency, Physical Review E, 107, 014208 (2023) arXiv

In finite-dimensional, chaotic, Lorenz-like wave-particle dynamical systems one can find diffusive trajectories, which share their appearance with that of laminar chaotic diffusion known from delay systems with lag-time modulation. Applying, however, to such systems a test for laminar chaos, these signals fail such a test, thus leading to the notion of pseudolaminar chaos. The latter can be interpreted as integrated periodically driven on-off intermittency. We demonstrate that, on a signal level, true laminar and pseudolaminar chaos are hardly distinguishable in systems with and without dynamical noise. However, very pronounced differences become apparent when correlations of signals and increments are considered. We compare and contrast these properties of pseudolaminar chaos with true laminar chaos.
- 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

Particles suspended in fluid flow through a curved closed duct can focus to specific stable locations in the duct cross section. Such particle focusing is exploited in biomedical and industrial technologies to separate particles by size. The particle focusing is a result of balance between two dominant forces on the particle: (i) inertial lift arising from small inertia of the fluid and (ii) drag arising from cross-sectional vortices induced by the centrifugal force on the fluid. Bifurcations of particle equilibria take place as the bend radius of the curved duct varies. We illustrate via numerical simulations that these bifurcations can be leveraged in a spiral duct to achieve a large separation between different sized neutrally buoyant particles and identify a separation mechanism, which exploits the transient focusing of smaller particles near saddle points. The novel formalism of using bifurcations to manipulate particle focusing can be applied more broadly to different geometries in inertial microfluidics, which may open new avenues in particle separation techniques
2022
- 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 Talk

Particles in a fluid flowing through a curved duct with appropriate geometry will focus to equilibrium locations within the cross-section due to a balance between two dominant forces: (i) inertial lift arising from small but non-negligible inertia of the fluid and (ii) drag due to cross-sectional vortices induced by the curvature of the duct. This is being exploited in novel technologies for separation of particles by size, for example isolation of rare circulating tumor cells from the many red and white blood cells in a blood sample which promises a new non invasive method for cancer diagnosis and prognosis. Our asymptotic theoretical model reveals a complex dynamical landscape with bifurcations in the number and nature of particle equilibria with variations in the system parameters. Moreover, our systematic exploration allows identification of parameter regimes for optimal particle separation.
- 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 Kudos

A droplet of oil may walk horizontally while bouncing vertically when placed on a vertically vibrating bath of the same liquid. Each bounce of the droplet creates a localized decaying standing wave, which in turn guides the horizontal motion of the droplet, resulting in a self-propelled wave–particle entity. We show that for certain spatial forms of the waves, Lorenz-like dynamical systems emerge from the trajectory equation of the wave–particle entity. Understanding the dynamics of the wave–particle entity in terms of Lorenz-like systems may prove to be useful in rationalizing emergent statistical behavior from underlying chaotic dynamics in hydrodynamic quantum analogs of walking droplets.
- R. N. Valani, Anomalous transport of a classical wave-particle entity in a tilted potential, Physical Review E, 105, L012101 (2022) arXiv Talk1 Talk2

A millimetre-sized wave-particle entity in the form of a walking droplet can emerge on the surface of a vertically vibrating liquid bath. Using a simple theoretical model of this wave-particle entity, we have shown that applying a small constant bias force to the wave-particle entity can result in a net drift of the wave-particle entity in a direction opposite to the applied force. Such paradoxical behaviors are typically observed in non-equilibrium systems driven by noise or periodic driving but here we have shown that this behaviour can also arise in a memory-driven system of a self-propelled wave-particle entity.
2021
- 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

A droplet bouncing on the surface of a vertically vibrating liquid bath can walk horizontally, guided by the waves it generates on each impact. This results in a self-propelled classical particle-wave entity. By using a one-dimensional theoretical pilot-wave model with a generalized wave form, we investigate the dynamics of this particle-wave entity. We explore the dynamical and statistical aspects of unsteady walking and show an equivalence between the droplet dynamics and the Lorenz system, as well as making connections with the Langevin equation and deterministic diffusion.
- R. N. Valani, A.C. Slim and T. Simula, Stop-and-go locomotion of superwalking droplets, Physical Review E, 103, 043102 (2021) arXiv Talk

Vertically vibrating a liquid bath at two frequencies having a constant relative phase difference can give rise to self-propelled superwalking droplets on the liquid surface. We have numerically investigated such superwalking droplets in the regime where the phase difference varies slowly with time. Our simulations uncover three different types of intermittent droplet motion: back-and-forth, forth-and-forth, and irregular stop-and-go motion, which we explore in detail. Our findings lay a foundation for further studies of dynamically driven droplets, whereby the droplet’s motion may be guided by engineering arbitrary time-dependent phase difference functions.
- R. N. Valani, J. Dring, A.C. Slim and T. Simula, Emergence of superwalking droplets, Journal of Fluid Mechanics, 906, A3 (2021) arXiv

A new class of self-propelled droplets, coined superwalkers, has been shown to emerge when a bath of silicone oil is vibrated simultaneously at a given frequency and its subharmonic tone with a relative phase difference between them. To understand the emergence of superwalking droplets, we explore their vertical and horizontal dynamics by extending previously established theoretical models for walkers driven by a single frequency to superwalkers driven by two frequencies. We provide an explanation for the emergence of superwalking at two frequencies and compare our simulated superwalkers with experiments.
2020
- R. N. Valani, Superwalking Droplets and Generalised Pilot-Wave Dynamics, PhD Thesis, Monash University (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
- R. N. Valani, A. C. Slim and T. Simula, Superwalking droplets, Physical Review Letters, 123, 024503 (2019) arXiv
- Superwalking droplets videos

A 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
- 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

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.

- R. N. Valani, A.C. Slim and T. Simula, Hong-Ou-Mandel-like two-droplet correlations, Chaos, 28 (9), 096104 (2018) arXiv




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.
- R. N. Valani, A. J. Groszek and T. Simula, Einstein–Bose condensation of Onsager vortices, New Journal of Physics, 20, 053038 (2018)

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.