Physica D-Nonlinear Phenomena

Papers
(The H4-Index of Physica D-Nonlinear Phenomena is 29. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)
ArticleCitations
Rayleigh–Taylor and Richtmyer–Meshkov instabilities: A journey through scales171
Inversion of a SIR-based model: A critical analysis about the application to COVID-19 epidemic76
Riemann–Hilbert problems and inverse scattering of nonlocal real reverse-spacetime matrix AKNS hierarchies72
Rogue wave patterns in the nonlinear Schrödinger equation54
Explicit formulae for the peak time of an epidemic from the SIR model53
N-double poles solutions for nonlocal Hirota equation with nonzero b50
Learning dynamical systems from data: A simple cross-validation perspective, part I: Parametric kernel flows50
Predicting the evolution of the COVID-19 epidemic with the A-SIR model: Lombardy, Italy and São Paulo state, Brazil48
Supervised learning from noisy observations: Combining machine-learning techniques with data assimilation45
Sasa–Satsuma type matrix integrable hierarchies and their Riemann–Hilbert problems and soliton solutions45
Data-driven peakon and periodic peakon solutions and parameter discovery of some nonlinear dispersive equations via deep learning44
A data-driven approach for discovering stochastic dynamical systems with non-Gaussian Lévy noise43
Riemann–Hilbert problem for the focusing nonlinear Schrödinger equation with multiple high-order poles under nonzero boundary conditions41
On the emergence of a power law in the distribution of COVID-19 cases38
A Reduced Order Deep Data Assimilation model37
Expectation-maximizing network reconstruction and most applicable network types based on binary time series data36
Existence and uniqueness of global Koopman eigenfunctions for stable fixed points and periodic orbits36
Bistability, wave pinning and localisation in natural reaction–diffusion systems35
Higher-order rogue wave solutions to the Kadomtsev–Petviashvili 1 equation35
The Shannon entropy: An efficient indicator of dynamical stability35
Evolutionary dynamics of cooperation in the N-person stag hunt game33
Universal rogue wave patterns associated with the Yablonskii–Vorob’ev polynomial hierarchy33
Darboux transformation and solitonic solution to the coupled complex short pulse equation33
Nonlinear wave transitions and their mechanisms of (2+1)-dimensional Sawada–Kotera equation33
Physics-informed neural network methods based on Miura transformations and discovery of new localized wave solutions31
Hamiltonian operator inference: Physics-preserving learning of reduced-order models for canonical Hamiltonian systems31
Exotic vector freak waves in the nonlocal nonlinear Schrödinger equation31
Echo State Networks trained by Tikhonov least squares are L31
A simple but complex enough θ-SIR type model to be used with COVID-129
Non-intrusive model reduction of large-scale, nonlinear dynamical systems using deep learning29
Association between COVID-19 cases and international equity indices29
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