Physics-Informed Emulation of Systemic Circulation for Fast Parameter Estimation and Uncertainty Quantification. [PDF]
This work presents an innovative approach to modelling 1D fluid dynamics in complex networks using physics‐informed neural networks as surrogate models. By integrating physics‐based constraints with data‐driven learning, we develop an efficient and generalisable framework for uncertainty quantification and parameter estimation in real‐world ...
Ryan W +4 more
europepmc +2 more sources
A dynamical systems perspective on the Mid-Pleistocene Transition. [PDF]
ABSTRACT Long‐term cooling of Earth's climate led to repeated glaciations that from the Pliocene (5.3–2.6 Ma) into the Pleistocene (2.6 Ma–11.7 ka) became increasingly cold and asymmetric. Whether this progressive change in global climate was forced by external drivers, or arose entirely from internal feedbacks, is debated.
Golledge NR.
europepmc +2 more sources
Twirling and whirling: viscous dynamics of rotating elastic filaments. [PDF]
Motivated by diverse phenomena in cellular biophysics, including bacterial flagellar motion and DNA transcription and replication, we study the overdamped nonlinear dynamics of a rotationally forced filament with twist and bend elasticity.
C. Wolgemuth +7 more
semanticscholar +1 more source
Early-Warning Signs for Pattern-Formation in Stochastic Partial Differential Equations [PDF]
There have been significant recent advances in our understanding of the potential use and limitations of early-warning signs for predicting drastic changes, so called critical transitions or tipping points, in dynamical systems.
Gowda, Karna, Kuehn, Christian
core +2 more sources
Cycling chaos: its creation, persistence and loss of stability in a model of nonlinear magnetoconvection [PDF]
We examine a model system where attractors may consist of a heteroclinic cycle between chaotic sets; this ‘cycling chaos’ manifests itself as trajectories that spend increasingly long periods lingering near chaotic invariant sets interspersed with short ...
A.M. Rucklidge +23 more
core +3 more sources
Analysis of the shearing instability in nonlinear convection and magnetoconvection [PDF]
Numerical experiments on two-dimensional convection with or without a vertical magnetic field reveal a bewildering variety of periodic and aperiodic oscillations.
A M Rucklidge +41 more
core +1 more source
Symmetry-breaking instabilities of convection in squares [PDF]
Convection in an infinite fluid layer is often modelled by considering a finite box with periodic boundary conditions in the two horizontal directions. The translational invariance of the problem implies that any solution can be translated horizontally ...
Rucklidge, A.M.
core +2 more sources
Steve Smale and Geometric Mechanics [PDF]
Thus, one can say-perhaps with only a slight danger of oversimplification- that reduction theory synthesises the work of Smale, Arnold (and their predecesors of course) into a bundle, with Smale as the base and Arnold as the fiber.
Marsden, Jerrold E.
core +1 more source
Mathematical models for vaccination, waning immunity and immune system boosting: a general framework [PDF]
When the body gets infected by a pathogen or receives a vaccine dose, the immune system develops pathogen-specific immunity. Induced immunity decays in time and years after recovery/vaccination the host might become susceptible again.
Barbarossa, Maria Vittoria +1 more
core +2 more sources
Continuation for thin film hydrodynamics and related scalar problems
This chapter illustrates how to apply continuation techniques in the analysis of a particular class of nonlinear kinetic equations that describe the time evolution through transport equations for a single scalar field like a densities or interface ...
A Dhooge +94 more
core +1 more source

