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Predicting bifurcation points via extreme learning machine methods trained on time-series datasets and parameters in discrete dynamical systems

Kaito Kato1,*, Yoshitaka Itoh2, and Takuji Kousaka1

  • *Contact author: k.kato@ieee.org

Targeted Calibration to Adjust Stability Biases in Complex Dynamical System Models

Daniel Pals, Sebastian Bathiany, Joel Kuettel, Richard A. Wood, and Niklas Boers

Phys. Rev. X 16 021007 (2026)

Reservoir Computing for nonstationary and nonautonomous dynamical systems with parameter variations: Application to snow depth prediction

Yasuhiro Watanabe, Tadashi Tsubone, and Satoru Yamaguchi

NOLTA 17 1513 (2026)

Data-Driven Guidelines for Buffer Sizing: A Dynamical System Approach for Throughput Time-Series

Kaito Kato, Yoshitaka Itoh, and Takuji Kousaka

IEEE Access 14 8506 (2026)

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