A Gaussian Packet on Water: Three Fates of One Wave ✛

Original: "Nonlinear Reshaping of Gaussian Water Wave Packets"
arXiv:2609.03259v1 · 2026-09-03 · CC BY 4.0 · 3 min
A wave packet with a Gaussian envelope can spread, hold its shape, or focus, depending on the balance between dispersion and nonlinearity.

Context

Gaussian wave packets are widely used in hydrodynamics to model groups of ocean waves and extreme events. Unlike solitons, they are not stationary solutions of the nonlinear Schrödinger equation and become distorted as they propagate. Neighboring works have looked at lymphatic pumps, gravitational waves, tests of gravity near black holes, the mathematics of wave tails, gravity versus superposition, the quantum lace of the Schrödinger-Newton model, gravitational sirens, and electron jitter. Our work stands apart, but thematically it is close to studies of nonlinear waves and solitons.

Methods

Experiments were carried out in a large wave basin measuring 50×10×5 meters, equipped with a segmented wave maker generating unidirectional waves. Surface elevation was measured by capacitive gauges sampling at 100 Hz, placed along the flume. The Gaussian packet was set with a fixed width matching that of a stationary soliton, while the amplitude was scaled by a factor N ranging from 0.36 to 1.8. For each case, numerical simulations were run based on the nonlinear Schrödinger equation (NLS), and for strong focusing, a modified NLS (MNLS) with higher-order terms. Integration used a fourth-order Runge-Kutta scheme with pseudospectral computation of derivatives.

Results

At N=0.36 and 0.6, the packet spread: the amplitude dropped monotonically by about 50%, and the width quadrupled. At N=0.8 and 1.0, the packet remained quasi-stationary over a distance of 1.07 dispersion lengths, preserving its shape. At N=1.2 and 1.4, nonlinear focusing occurred: the amplitude grew, the width shrank, and the peak moved faster than the group velocity. For N=1.6 and 1.8, focusing was extreme, with envelope asymmetry and acceleration that NLS does not describe, but MNLS reproduces accurately. For N=1.8, the amplitude increased by 80% by the last gauge.

Implications

This work shows that a Gaussian packet can behave almost like a soliton if its amplitude and width are matched to the stationary solution of NLS. This differs from neighboring studies, which examined either exact solitons or other wave types. Here, for the first time, the evolution of Gaussian packets in hydrodynamics has been systematically tested, with a transition from NLS to MNLS as nonlinearity strengthens.

Future development

Looking ahead, one could study the interaction of Gaussian packets with other coherent structures, such as breathers or solitons, and also explore long-term evolution, including fission into multiple solitons and supercontinuum generation. The approach could extend to optical fibers, plasmas, and Bose-Einstein condensates.

Impact

The results will help in the controlled generation of extreme waves in the ocean and in wave interactions with structures. In optics, they could improve pulse management in fibers.

Next steps

Run experiments with a longer flume to observe the full focus-defocus cycle for N>1.5. Investigate the effect of varying packet width at fixed amplitude.

Key open problems

In hydrodynamics, the exact prediction of steep wave group evolution remains open, as the weak-nonlinearity condition breaks down. This work links that problem to the need for higher-order terms, such as self-steepening and wave-induced mean flow.

The knowledge machine's view

This section is addressed to the author of the paper and their colleagues. Neighbouring works were found by meaning-based search across our archive, not by word overlap. We do not review: we show the field around the work.

What the work does

The study reports experiments in a 50-meter wave flume and numerical simulations of the evolution of Gaussian wave packets in deep water. By varying the amplitude while keeping the width fixed, the authors identified three regimes: dispersive spreading, quasi-stationary propagation, and nonlinear focusing. For moderate amplitudes, the nonlinear Schrödinger equation provides accurate predictions, while for strong focusing, a modified equation with higher-order terms is required.

Where its strength is

A systematic investigation of the transition from the NLS to the MNLS equation as nonlinearity increases, using Gaussian packets as a test case, with clear experimental verification and numerical modeling, provides a solid foundation for further study of localized wave structures.

Where it could go next

  • It might be interesting to see how the ideas of nonlinear focusing of Gaussian packets carry over to systems with a different nature of nonlinearity, for example, to 'liquid light' (polariton condensates), where shock waves and solitons also form.based on: Shock Wave in Liquid Light arXiv:2608.17668v1
  • In our archive, there is a paper on wave interaction with obstacles in Fourier quasicrystals; it might be interesting to consider how Gaussian packets behave in media with periodic or quasiperiodic modulation, which could reveal new propagation regimes.based on: Waves That Slip Past Obstacles arXiv:2608.14261v1
  • Another direction is comparison with slow Rossby waves in climate systems, where nonlinear interactions also lead to the formation of localized structures; possibly, transferring the methods of Gaussian packet analysis to geophysical waves could yield new insights.based on: An Orchestra Without a Conductor: Slow Rossby Waves Set the Climate's Rhythm arXiv:1705.06207

Worth trying

  • Test whether the quasi-stationary behavior of Gaussian packets persists in the presence of external medium modulation, analogous to a quasicrystalline structure.
  • Apply the modified NLS equation to describe shock waves in polariton condensates, using experimental data from the work on liquid light.
  • Investigate the influence of higher-order dispersion terms on the evolution of Gaussian packets at geophysical scales, drawing on Rossby wave parameters.

The 5-meter-deep wave flume ensures deep-water conditions for waves with wavenumber k=2.4 m⁻¹, since kh≥12. Wave amplitudes in the experiments ranged from 1.2 cm to 10 cm, comparable to the height of a matchbox.

\partial_x A + \frac{i\beta_2}{2}\partial_{tt} A + i\gamma |A|^2 A = 0
This equation describes the evolution of the complex envelope A in a frame moving with the group velocity, where β₂ is dispersion and γ is nonlinearity.
\partial_x A + \frac{i}{g}\partial_{tt} A + ik^3 |A|^2 A - \frac{k^3}{\omega}\left(6|A|^2\partial_t A + 2A\partial_t |A|^2 - 2iA H[\partial_t |A|^2]\right) = 0
This equation includes terms up to fourth order in wave steepness, accounting for self-steepening, nonlinear gradient corrections, and wave-induced mean flow (via the Hilbert transform H).

Key numbers

  • water depth: 5 m
  • flume length: 50 m
  • amplitude parameter N range: 0.36–1.8
  • amplitude increase at N=1.8: 80%
  • gauge sampling rate: 100 Hz
Concepts
wave packet wave propagation Vlasov equation magnetic soliton Gross–Pitaevskii equation dispersion relation gravitational waves Gaussian distribution anisotropic light propagation non gaussianity patterned fluid dynamics Boltzmann equation Schrödinger equation Snell's law of refraction wave equation density waves dispersion reflection