Latest Articles for Dynamic Systems

This work focuses on robot learning in dynamic environments to enhance task performance.

An overview of unexpected solutions in ordinary differential equations.

This study simplifies how linked oscillators behave through phase reduction and higher-order interactions.

Discover EDOLAB, a platform for tackling changing optimization problems.

A new method to analyze evolving networks effectively over time.

Exploring the intriguing patterns of chimera states in chemical systems.

A look into expanding circle maps and their significance in dynamic systems.

Neural ODEs merge neural networks with dynamic systems for advanced learning.

New Edge of Stability model enhances memory and performance in neural networks.

A look at fixed points and their role in complex dynamics.

Exploring how transformers adapt to predict outputs in unknown systems.

A look into urn models and their impact on probability and statistics.

Innovative techniques simplify drawing the Rauzy fractal's boundary.

A new framework for reinforcement learning adapts to dynamic environments.

A general approach to diagnose faults across various systems using unified methods.

Discover how operator splitting simplifies complex dynamic systems using differential-algebraic equations.

A method to control reaction-diffusion equations using finite-dimensional backstepping controllers.

This study explores generalizing learned constraints in ASP for better performance in dynamic problems.

Exploring safety measures in adaptive control using control barrier functions.

Examining control methods for agents maintaining formations while following a path.

A study of geodesics and boundaries in manifolds with hyperbolic trapped sets.

An exploration of Julia sets, laminations, and their dynamic interactions.

Introducing a dynamic approach to manage Split Completion in graphs effectively.

Explore how traveling times reveal shapes of strictly convex obstacles in curved spaces.

Examining behaviors of dynamic systems linked to Riemann zeta function zeros.

A look into center manifolds and their role near limit cycles.

A look into the role of discrete Lorenz attractors in chaotic systems.

A look at spectral gaps and their role in Markov processes.

A look into directed topology, cubical sets, and their applications in various fields.

Explore the role of invariant algebraic curves in polynomial mathematics.

A tool to create adaptable datasets for dynamic clustering scenarios.

A study on the behavior of marked graphs and their local structures.

This article examines nonuniform-dichotomy and its significance in dynamic systems.

A new method enhances decision-making for reinforcement learning agents.

Exploring the interaction between aging and driving in complex systems.

Introducing innovative Koopman models designed for stability in system learning.

Using machine learning to enhance dynamic system control through Lie groups.

A new method enhances image quality in Magnetic Particle Imaging.

Examining the role of signal functions and delays in neural networks.

Exploring the connections and behaviors of fractions through the Stern-Brocot sequence.