Publications

Publications by categories in reversed chronological order.

2026

  1. Data-driven discovery of high-dimensional dynamical systems with sparse interpretable neural networks
    S. Xing, Q. Han*, E. G. Charalampidis, and Y.-C. Lai
    PRX Intelligence, vol. 1, no. 1, Art. 013024 (2026).
    Featured on the official APS X account
  2. Sparse semi-interpretable networks for discovering nonlinear dynamics with time-varying parameters and switching structures
    B. Xiao*, J. Huang, and S. Xing
    Chaos, Solitons & Fractals, vol. 212, Art. 119017 (2026).

2025

  1. Sparse separable Gaussian neural network for interpretable learning of stationary solutions of Fokker–Planck–Kolmogorov equations
    W. Yu*, Y. Xu, X. Wang, L. Hong, J. Jiang, and S. Xing
    Nonlinear Dynamics, vol. 113, no. 21, pp. 28961–28982 (2025).
  2. CombOpNet: a Neural-network Accelerator for SINDy
    S. Xing, Q. Han*, and E. Charalampidis
    Journal of Vibration Testing and System Dynamics, vol. 9, no. 1, pp. 1–20 (2025).

2024

  1. Time-Embedding GRBFNN: Learning Transient Response of Stochastic Dynamical Systems
    S. Xing and J. Sun
    In ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, vol. 9, Paper V009T09A002, Washington, D.C., USA (2024).
  2. Radial Basis Function Neural Networks for Optimal Control with Model Reduction and Transfer Learning
    A. Zhao*, S. Xing, X. Wang, and J.-Q. Sun
    Engineering Applications of Artificial Intelligence, vol. 136, Art. 108899 (2024).
  3. Separable Gaussian Neural Networks for High-dimensional Nonlinear Stochastic Systems
    X. Wang*, S. Xing, J. Jiang, L. Hong, and J.-Q. Sun
    Probabilistic Engineering Mechanics, vol. 76, Art. 103594 (2024).
  4. Learning Traveling Solitary Waves Using Separable Gaussian Neural Networks
    S. Xing and E. G. Charalampidis
    Entropy, vol. 26, no. 5, Art. 396 (2024).

2023

  1. Spikes Adding to Infinity on Period-1 Orbits to Chaos in the Rössler System
    S. Xing and A. C. J. Luo
    International Journal of Bifurcation and Chaos, vol. 33, no. 13, Art. 2330033 (2023).
  2. Separable Gaussian Neural Networks: Structure, Analysis, and Function Approximations
    S. Xing and J. Sun
    Algorithms, vol. 16, no. 10, Art. 453 (2023).
  3. Period-1 Motions to Twin Spiral Homoclinic Orbits in the Rössler System
    S. Xing and A. C. J. Luo
    Journal of Computational and Nonlinear Dynamics, vol. 18, no. 8, Art. 081008 (2023).
  4. Breathers in Lattices with Alternating Strain-hardening and Strain-softening Interactions
    M. M. Lee*, E. G. Charalampidis, S. Xing, C. Chong, and P. Kevrekidis
    Physical Review E, vol. 107, no. 5, Art. 054208 (2023).
  5. Impulse Response of an Elastic Rod with a Mass-damper-spring Termination
    S. Xing and J. Sun
    Journal of Vibration Testing and System Dynamics, vol. 7, no. 2, pp. 169–186 (2023).
  6. Mathematical Modeling and System Identification of a Piezo-actuated, Cantilever Beam with Interferometric Measurement
    J. Kochavi* and S. Xing
    Journal of Vibration Testing and System Dynamics, vol. 7, no. 4, pp. 447–461 (2023).

2022

  1. Coexisting Unstable Periodic Motions in the Rössler System
    S. Xing and A. C. J. Luo
    In ASME International Mechanical Engineering Congress and Exposition, vol. 5, Paper V005T07A101, Columbus, OH, USA (2022).
  2. Mathematical Modelling of a Piezo-Actuated Cantilever Beam with Interferometer Feedback
    J. Kochavi and S. Xing
    In ASME International Mechanical Engineering Congress and Exposition, vol. 5, Paper V005T07A100, Columbus, OH, USA (2022).
  3. Period-1 Motions to Homoclinic Orbits in the Rössler System
    S. Xing and A. C. J. Luo
    In ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, vol. 9, Paper V009T09A021, St. Louis, MO, USA (2022).
  4. Multi-objective Optimization of an Elastic Rod with Viscous Termination
    S. Xing and J. Sun
    Mathematical and Computational Applications, vol. 27, no. 6, Art. 94 (2022).
  5. On an Origami Structure of Period-1 Motions to Homoclinic Orbits in the Rössler System
    S. Xing and A. C. J. Luo
    Chaos: An Interdisciplinary Journal of Nonlinear Science, vol. 32, no. 12, Art. 123121 (2022).
  6. Modeling and Control of the Locomotion of a Monopod Robot Mounted to a Vertical Slider
    S. Xing, B. Kwan*, and P. Duan
    Journal of Vibration Testing and System Dynamics, vol. 6, no. 4, pp. 413–430 (2022).
  7. Periodic Cutting Motions in a Vibration-Assisted, Regenerative, Nonlinear Orthogonal Turning System
    S. Xing and A. C. J. Luo
    International Journal of Dynamics and Control, vol. 10, no. 1, pp. 1–12 (2022).

2021

  1. A Sequential Order of Periodic Motions in a 1-Dimensional, Time-Delay, Dynamical System
    S. Xing and A. C. J. Luo
    In Nonlinear Dynamics, Chaos, and Complexity: In Memory of Valentin Afraimovich (1945–2018), edited by Volchenkov, Dimitri, Nonlinear Physical Science, pp. 95–112, Springer, Cham (2021).
  2. Controlling the Dynamics of a Quadratic Oscillator Using Infinite-Equilibrium
    S. Xing and A. C. J. Luo
    In ASME International Mechanical Engineering Congress and Exposition, vol. 7B, Paper V07BT07A049, Online, USA (2021).
  3. Understanding Dynamics of Infinite-Equilibrium Systems via a Quadratic Nonlinear System
    S. Xing and A. C. J. Luo
    Journal of Vibration Testing and System Dynamics, vol. 5, no. 2, pp. 131–147 (2021).
  4. Sequential Periodic Motions in a Vibration-Assisted, Regenerative, Nonlinear Turning-Tool System
    S. Xing and A. C. J. Luo
    International Journal of Bifurcation and Chaos, vol. 31, no. 12, Art. 2150186 (2021).

2020

  1. Sequential Bifurcation Trees to Chaos in Nonlinear Time-delay Systems
    S. Xing and A. C. J. Luo
    Springer, Cham (2020).
  2. On the Dynamics of a Quadratic-oscillator-based, Infinite-equilibrium System
    S. Xing, A. C. J. Luo, and J. Huang
    In ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, vol. 2, Paper V002T02A040, Online, USA (2020).
  3. Discontinuous Dynamics and Bifurcation for Morphing Aircraft Switching on the Velocity Boundary
    J. Huang, X. Fu, Z. Jing, and S. Xing
    In ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, vol. 7, Paper V007T07A028, Online, USA (2020).
  4. On the Analytical Modeling of a Resonant Fatigue Testing Rig
    L. Chen*, S. Xing, and X. Xiong
    Journal of Vibration Testing and System Dynamics, vol. 4, no. 4, pp. 389–399 (2020).
  5. On Period-1 Motions to Chaos in a 1-dimensional, Time-delay, Nonlinear System
    S. Xing and A. C. J. Luo
    International Journal of Dynamics and Control, vol. 8, no. 1, pp. 44–50 (2020).

2019

  1. Period-1 Motions in a Periodically Forced, Nonlinear, Machine-tool System
    S. Xing and A. C. J. Luo
    In ASME International Mechanical Engineering Congress and Exposition, vol. 4, Paper V004T05A092, Salt Lake City, Utah, USA (2019).
  2. Regenerative Cutting Dynamics for a Periodically Forced Machine-tool System
    S. Xing and A. C. J. Luo
    In ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, vol. 8, Paper V008T10A031, Anaheim, California, USA (2019).
  3. Periodic Motions to Chaos in a 1-dimensional, Time-delay, Nonlinear System
    S. Xing and A. C. J. Luo
    The European Physical Journal Special Topics, vol. 228, no. 9, pp. 1747–1765 (2019).
  4. On a Global Sequential Scenario of Bifurcation Trees to Chaos in a First-Order, Periodically Excited, Time-Delayed System
    S. Xing and A. C. J. Luo
    International Journal of Bifurcation and Chaos, vol. 29, no. 10, Art. 1950141 (2019).
  5. Bifurcation Trees of Period-1 Motions in a Periodically Excited, Softening Duffing Oscillator with Time-delay
    S. Xing and A. C. J. Luo
    International Journal of Dynamics and Control, vol. 7, no. 3, pp. 842–855 (2019).

2018

  1. Bifurcation Trees of Period-3 Motions to Chaos in a Time-delayed Duffing Oscillator
    A. C. J. Luo and S. Xing
    In Regularity and Stochasticity of Nonlinear Dynamical Systems, edited by Volchenkov, Dimitri and Leoncini, Xavier, vol. 21, pp. 247–262, Springer, Cham (2018).
  2. Time-delay Effects on Periodic Motions in a Duffing Oscillator
    A. C. J. Luo and S. Xing
    In Chaotic, Fractional, and Complex Dynamics: New Insights and Perspectives, edited by Edelman, Mark and Macau, Elbert E. N. and Sanjuan, Miguel A. F, Understanding Complex Systems, pp. 77–100, Springer, Cham (2018).
  3. Periodic Motions in a First-Order, Time-Delayed, Nonlinear System
    S. Xing and A. C. J. Luo
    In ASME International Mechanical Engineering Congress and Exposition, vol. 4B, Paper V04BT06A026, Pittsburgh, Pennsylvania, USA (2018).
  4. On Possible Infinite Bifurcation Trees of Period-3 Motions to Chaos in a Time-delayed, Twin-well Duffing Oscillator
    S. Xing and A. C. J. Luo
    International Journal of Dynamics and Control, vol. 6, no. 4, pp. 1429–1464 (2018).

2017

  1. Analytical Prediction of Period-1 Motions in a Time-delayed, Softening Duffing Oscillator
    A. C. J. Luo and S. Xing
    In ASME International Mechanical Engineering Congress and Exposition, vol. 4B, Paper V04BT05A029, Tampa, Florida, USA (2017).
  2. Period-3 Motions in a Periodically Forced, Damped, Double-well Duffing Oscillator with Time-delay
    A. C. J. Luo and S. Xing
    In ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, vol. 6, Paper V006T10A062, Cleveland, Ohio, USA (2017).
  3. Towards Infinite Bifurcation Trees of Period-1 Motions to Chaos in a Time-Delayed, Twin-Well Duffing Oscillator
    S. Xing and A. C. J. Luo
    Journal of Vibration Testing and System Dynamics, vol. 1, no. 4, pp. 353–392 (2017).
  4. Bifurcation Trees of Period-3 Motions to Chaos in a Time-Delayed Duffing Oscillator
    A. C. J. Luo and S. Xing
    Nonlinear Dynamics, vol. 88, no. 4, pp. 2831–2862 (2017).
  5. Time-Delay Effects on Periodic Motions in a Periodically Forced, Time-Delayed, Hardening Duffing Oscillator
    A. C. J. Luo and S. Xing
    Journal of Vibration Testing and System Dynamics, vol. 1, no. 1, pp. 73–91 (2017).
  6. On Frequency Responses of Period-1 Motions to Chaos in a Periodically Forced, Time-Delayed Quadratic Nonlinear System
    A. C. J. Luo and S. Xing
    International Journal of Dynamics and Control, vol. 5, no. 3, pp. 466–476 (2017).

2016

  1. On Time-Delay Effects on Period-1 Motions in a Periodically Forced, Time-Delayed, Duffing Oscillator
    A. C. J. Luo and S. Xing
    In ASME International Mechanical Engineering Congress and Exposition, vol. 4B, Paper V04BT05A020, Phoenix, AZ, USA (2016).
  2. On Complex Periodic Motions in a Time-delayed, Double-well Duffing Oscillator with Strong Excitation
    A. C. J. Luo and S. Xing
    In ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, vol. 6, Paper V006T09A068, Charlotte, NC, USA (2016).
  3. Symmetric and Asymmetric Period-1 Motions in a Periodically Forced, Time-Delayed, Hardening Duffing Oscillator
    A. C. J. Luo and S. Xing
    Nonlinear Dynamics, vol. 85, no. 2, pp. 1141–1166 (2016).
  4. Multiple Bifurcation Trees of Period-1 Motions to Chaos in a Periodically Forced, Time-Delayed, Hardening Duffing Oscillator
    A. C. J. Luo and S. Xing
    Chaos, Solitons & Fractals, vol. 89, pp. 405–434 (2016).
  5. Analytical Predictions of Period-1 Motions to Chaos in a Periodically Driven Quadratic Nonlinear Oscillator with a Time-Delay
    A. C. J. Luo and S. Xing
    Mathematical Modelling of Natural Phenomena, vol. 11, no. 2, pp. 75–88 (2016).

2015

  1. Bifurcation Trees of Period-1 Motions to Chaos in a Quadratic Nonlinear Oscillator with Time-Delayed Displacement
    A. C. J. Luo and S. Xing
    In ASME International Mechanical Engineering Congress and Exposition, vol. 4B, Paper V04BT04A011, Houston, TX, USA (2015).