Investigation of soliton solutions to the (2 + 1)-dimensional stochastic chiral nonlinear Schrödinger equation with bifurcation, sensitivity and chaotic analysis. [PDF]
Alqhtani M+5 more
europepmc +1 more source
Dynamics of Dissipative Cavity Solitons in a Lattice Trap
This work presents a generalized analytical model elucidating the dynamics of dissipative solitons in dual‐frequency‐pumped Kerr‐nonlinear cavities. The unified framework predicts new phenomena and expounds hitherto unexplained experiments covering hysteresis, Arnold tongues, and existence region of all‐optical dissipative time crystals.
Hossein Taheri+2 more
wiley +1 more source
Dynamics of computational waveform: A study of bifurcation, chaos, and sensitivity analysis. [PDF]
Shahen NHM+3 more
europepmc +1 more source
Space‐Time Causal Discovery in Earth System Science: A Local Stencil Learning Approach
Abstract Causal discovery tools enable scientists to infer meaningful relationships from observational data, spurring advances in fields as diverse as biology, economics, and climate science. Despite these successes, the application of causal discovery to space‐time systems remains immensely challenging due to the high‐dimensional nature of the data ...
J. Jake Nichol+5 more
wiley +1 more source
Solitary waves, bifurcation, chaos, sensitivity, and multistability of electrical transmission line model. [PDF]
Iqbal MAB+7 more
europepmc +1 more source
ADAF: An Artificial Intelligence Data Assimilation Framework for Weather Forecasting
Abstract The forecasting skill of numerical weather prediction (NWP) models critically depends on the accurate initial conditions, also known as analysis, provided by data assimilation (DA). Traditional DA methods often face a trade‐off between computational cost and accuracy due to complex linear algebra computations and the high dimensionality of the
Yanfei Xiang+10 more
wiley +1 more source
Dynamics of 4D supply chain system with fractal fractional derivatives insight of stability analysis and ANN prediction. [PDF]
Zehra A+7 more
europepmc +1 more source
Abstract Stemflow hydrodynamics is the study of water movement along the exterior surface area of plants. Its primary goal is to describe water velocity and water depth along the stem surface area. Its significance in enriching the rhizosphere with water and nutrients is not in dispute.
Gabriel G. Katul+3 more
wiley +1 more source
Learning Physically Interpretable Atmospheric Models From Data With WSINDy
Abstract The multiscale and turbulent nature of Earth's atmosphere has historically rendered accurate weather modeling a hard problem. Recently, there has been an explosion of interest surrounding data‐driven approaches to weather modeling, which in many cases show improved forecasting accuracy and computational efficiency when compared to traditional ...
Seth Minor+3 more
wiley +1 more source
Optical solitons, bifurcation, and chaos in the nonlinear conformable Schrödinger equation with group velocity dispersion coefficients and second-order spatiotemporal terms. [PDF]
Omar FM+4 more
europepmc +1 more source