Siyuan Xing

Assistant Professor

California Polytechnic State University

United States

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Dr. Siyuan Xing is an Assistant Professor at California Polytechnic State University in the United States. His research interests include optimal control using radial basis function neural networks, high-dimensional nonlinear stochastic systems, and the analysis of dynamical systems, particularly in relation to chaos theory. Dr. Xing's recent publications explore topics such as solitary waves in neural networks and dynamic behaviors in the Rössler system.

Articles (11)

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2022

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2022

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2022

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2020

Collaborators (3)

P. G. Kevrekidis

UNITED STATES

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Albert C. J. Luo

Professor

Southern Illinois University Edwardsville

UNITED STATES

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Efstathios Charalampidis

Assistant Professor

California Polytechnic State University, San Luis Obispo

UNITED STATES

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Siyuan Xing

Research Interests

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Articles (11)

Radial basis function neural networks for optimal control with model reduction and transfer learning

Learning Traveling Solitary Waves Using Separable Gaussian Neural Networks

Separable Gaussian neural networks for high-dimensional nonlinear stochastic systems

Breathers in lattices with alternating strain-hardening and strain-softening interactions

Period-1 Motions to Twin Spiral Homoclinic Orbits in the Rössler System

Spikes Adding to Infinity on Period-1 Orbits to Chaos in the Rössler System

Separable Gaussian Neural Networks: Structure, Analysis, and Function Approximations

On an origami structure of period-1 motions to homoclinic orbits in the Rössler system

Periodic cutting motions in a vibration-assisted, regenerative, nonlinear Orthogonal turning system

Multi-Objective Optimization of an Elastic Rod with Viscous Termination

On period-1 motions to chaos in a 1-dimensional, time-delay, nonlinear system

Collaborators (3)

P. G. Kevrekidis

Albert C. J. Luo

Efstathios Charalampidis

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