publications

2024

1. Data-driven control of oscillator networks with population-level measurement

   Minh Vu ,  Bharat Singhal ,  Shen Zeng ,  and  Jr-Shin Li

   Chaos: An Interdisciplinary Journal of Nonlinear Science, 2024

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2. Identification of network interactions from time series data: An iterative approach

   Bharat Singhal ,  Shicheng Li ,  and  Jr-Shin Li

   Chaos: An Interdisciplinary Journal of Nonlinear Science, 2024

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3. Optimal phase-selective entrainment of electrochemical oscillators with different phase response curves

   Jorge Luis Ocampo-Espindola ,  Bharat Singhal ,  Jr-Shin Li ,  and  István Z. Kiss

   Chaos: An Interdisciplinary Journal of Nonlinear Science, 2024

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4. Data-driven moment-based control of linear ensemble systems

   Minh Vu ,  Bharat Singhal ,  Jr-Shin Li ,  and  Shen Zeng

   In 2024 American Control Conference (ACC) , 2024

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2023

1. Optimal phase-selective entrainment of heterogeneous oscillator ensembles

   Bharat Singhal ,  István Z Kiss ,  and  Jr-Shin Li

   SIAM Journal on Applied Dynamical Systems, 2023

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2. Finding influential nodes in networks using pinning control: Centrality measures confirmed with electrochemical oscillators

   Walter Bomela ,  Michael Sebek ,  Raphael Nagao ,  Bharat Singhal , and 2 more authors

   Chaos: An Interdisciplinary Journal of Nonlinear Science, 2023

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3. Engineering Spatiotemporal Patterns: Information Encoding, Processing, and Controllability in Oscillator Ensembles

   Walter Bomela ,  Bharat Singhal ,  and  Jr-Shin Li

   Biomedical Physics & Engineering Express, 2023

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4. An iterative approach to optimal control design for oscillator networks

   Bharat Singhal ,  Minh Vu ,  Shen Zeng ,  and  Jr-Shin Li

   In 2023 American Control Conference (ACC) , 2023

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5. Data-efficient inference of nonlinear oscillator networks

   Bharat Singhal ,  Minh Vu ,  Shen Zeng ,  and  Jr-Shin Li

   IFAC-PapersOnLine, 2023

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