Publications by authors named "Jr-Shin Li"

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The inferred functional connectome underlying circadian synchronization in the mouse suprachiasmatic nucleus.
K L Nikhil, Bharat Singhal, Daniel Granados-Fuentes, Jr-Shin Li, István Z Kiss

Proc Natl Acad Sci U S A· December 2025

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Iterative Reservoir Computing Networks for Reconstructing Irregular Time Series.
Yuan-Hung Kuan, Vignesh Narayanan, Jr-Shin Li

IEEE Trans Neural Netw Learn Syst· August 2025

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Feedback Control of Coupled Nonlinear Oscillators with Uncertain Parameters.
Bharat Singhal, Jr-Shin Li

Syst Control Lett· July 2025

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Inferring networks of chemical reactions by curvature analysis of kinetic trajectories.
Vignesh Narayanan, Lawrence K Bordoh, István Z Kiss, Jr-Shin Li

Phys Chem Chem Phys· May 2025

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Uncertainty Quantification of Network Inference with Data Sufficiency.
Bharat Singhal, Jorge Luis Ocampo-Espindola, K L Nikhil, Erik D Herzog, István Z Kiss, Jr-Shin Li

IEEE Trans Netw Sci Eng· April 2025

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Hierarchical simplicial manifold learning.
Wei Zhang, Yi-Hsuan Shih, Jr-Shin Li

PNAS Nexus· December 2024

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The Functional Connectome Mediating Circadian Synchrony in the Suprachiasmatic Nucleus.
K L Nikhil, Bharat Singhal, Daniel Granados-Fuentes, Jr-Shin Li, István Z Kiss

bioRxiv· December 2024

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Moment-Based Reinforcement Learning for Ensemble Control.
Yao-Chi Yu, Vignesh Narayanan, Jr-Shin Li

IEEE Trans Neural Netw Learn Syst· September 2024

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Optimal phase-selective entrainment of electrochemical oscillators with different phase response curves.
Jorge Luis Ocampo-Espindola, Bharat Singhal, Jr-Shin Li, István Z Kiss

Chaos· July 2024

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A moment-based Kalman filtering approach for estimation in ensemble systems.
André Luiz P de Lima, Jr-Shin Li

Chaos· June 2024

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Identification of network interactions from time series data: An iterative approach.
Bharat Singhal, Shicheng Li, Jr-Shin Li

Chaos· May 2024

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Data-driven control of oscillator networks with population-level measurement.
Minh Vu, Bharat Singhal, Shen Zeng, Jr-Shin Li

Chaos· March 2024

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Data-Efficient Inference of Nonlinear Oscillator Networks.
Bharat Singhal, Minh Vu, Shen Zeng, Jr-Shin Li

IFAC Pap OnLine· November 2023

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Interpretable Design of Reservoir Computing Networks Using Realization Theory.
Wei Miao, Vignesh Narayanan, Jr-Shin Li

IEEE Trans Neural Netw Learn Syst· September 2023

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Finding influential nodes in networks using pinning control: Centrality measures confirmed with electrochemical oscillators.
Walter Bomela, Michael Sebek, Raphael Nagao, Bharat Singhal, István Z Kiss, Jr-Shin Li

Chaos· September 2023

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Synchronization, clustering, and weak chimeras in a densely coupled transcription-based oscillator model for split circadian rhythms.
Jorge Luis Ocampo-Espindola, K L Nikhil, Jr-Shin Li, Erik D Herzog, István Z Kiss

Chaos· August 2023

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Engineering spatiotemporal patterns: information encoding, processing, and controllability in oscillator ensembles.
Walter Bomela, Bharat Singhal, Jr-Shin Li

Biomed Phys Eng Express· July 2023

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A moment kernel machine for clinical data mining to inform medical decision making.
Yao-Chi Yu, Wei Zhang, David O'Gara, Jr-Shin Li, Su-Hsin Chang

Sci Rep· June 2023

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Data-Driven Control of Neuronal Networks with Population-Level Measurement.
Minh Vu, Bharat Singhal, Shen Zeng, Jr-Shin Li

Res Sq· March 2023

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Optimal phase-selective entrainment of heterogeneous oscillator ensembles.
Bharat Singhal, István Z Kiss, Jr-Shin Li

SIAM J Appl Dyn Syst· January 2023

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Deep multi-modal learning for joint linear representation of nonlinear dynamical systems.
Shaodi Qian, Chun-An Chou, Jr-Shin Li

Sci Rep· July 2022

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Diffusion Histology Imaging Combining Diffusion Basis Spectrum Imaging (DBSI) and Machine Learning Improves Detection and Classification of Glioblastoma Pathology.
Zezhong Ye, Richard L Price, Xiran Liu, Joshua Lin, Qingsong Yang, Liang Wang, Jr-Shin Li

Clin Cancer Res· October 2020

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Learning to Control Neurons using Aggregated Measurements.
Yao-Chi Yu, Vignesh Narayanan, ShiNung Ching, Jr-Shin Li

Proc Am Control Conf· July 2020

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Parallel residual projection: a new paradigm for solving linear inverse problems.
Wei Miao, Vignesh Narayanan, Jr-Shin Li

Sci Rep· July 2020

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Dynamics reconstruction and classification via Koopman features.
Wei Zhang, Yao-Chsi Yu, Jr-Shin Li

Data Min Knowl Discov· November 2019

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