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Dynamical Systems

Dynamics of differential equations and flows, mechanics, classical few-body problems, iterations, complex dynamics, delayed differential equations

Papers reviewed in the last 7 days lead, then the papers readers actually read. Ranking is not a quality score.

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Knowledge-guided search finds biological ODEs that data-fitting misses

MEDA shows literature-derived constraints, not trajectory fit, are the load-bearing part of recovering mechanistic models.

· “Automatic Ordinary Differential Equations Discovery For Biological Systems Using Large Language Model Powered Agentic System”

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The paper proves existence of a C^r diffeomorphism on a closed manifold of dimension >2…

It stays strongly pluripotent only on the majority subset, creating a robust obstruction inside the affine family.

· “A robust obstruction to full strong pluripotency for wild blender-horseshoes”

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Weak-form networks recover physical laws from noisy measurements

WGFINNs preserve exact thermodynamic constraints and deliver more accurate predictions than strong-form alternatives at all noise levels.

· “WGFINNs: Weak formulation-based GENERIC formalism informed neural networks”

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One trained layer model yields SH dispersion for any substrate

PINN learns the interface derivative once; elastic, piezoelectric and piezomagnetic half-spaces reuse it.

· “A Hybrid Physics-Informed Neural Network Framework for Computing Dispersion Relations of SH Waves in Generalized Hetrogeneous Layered Media with Applications”

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A p-adic Littlewood counterexample would bring continuum many

Any non-empty exceptional set has positive 1/log(1/r)-Hausdorff measure; over finite fields the measure is infinite.

· “Positive Logarithmic Hausdorff Measures of Exceptional Sets for the p-adic and t-adic Littlewood Conjectures”

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Vaccination plus treatment beats either alone in HBV model

A new four-compartment model shows the basic reproduction number decides whether hepatitis B dies out or persists, and joint optimal…

· “Analysis and Control of Hepatitis B Virus Spread with Harmonic Mean Incidence and Vertical Transmission: A Compartmental Modeling Approach”

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Symmetry turns quadratic 3D systems into gradient flows

A 19-parameter family of equations is now proved to have only converging bounded orbits, with zero entropy on every compact invariant set.

· “An Elegant Analytical Resolution of the Sprott-Zeraoulia Conjecture for Three-Dimensional Quadratic Differential Systems with Symmetric Jacobian Matrices”

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Multi-model forecasts beat individuals via chaotic error cancellation

Reservoir computing isolates why the multi-model mean beats its members: errors cancel along the unstable manifold of chaos.

· “Understanding the superiority of multi-model ensemble forecasts through reservoir computing”

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One identity makes a predator-prey model's cancellations exact

All pure high-order terms trace to one factor, so hunting deeper singularities becomes solving one polynomial.

· “An exact structural identity and its normal form consequences in a modified Leslie--Gower model”

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