Concepedia

Ruikun Zhou

RZ

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Publications

5

Citations

67

H-Index

5

Active since

2022

Affiliations

University of Waterloo(Current)

Ruikun Zhou is an author at University of Waterloo specializing in mechanical systems, engineering, and business.

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Top concepts

Publications per year

2022–2025

5

Publications

5

Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees

Ruikun Zhou, Thanin Quartz, Hans De Sterck et al. · arXiv (Cornell University) · 2022 · 17 citations · Full text

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Physics-informed neural network Lyapunov functions: PDE characterization, learning, and verification

Jun Liu, Yiming Meng, Maxwell Fitzsimmons et al. · Automatica · 2025 · 15 citations

TOOL LyZNet: A Lightweight Python Tool for Learning and Verifying Neural Lyapunov Functions and Regions of Attraction

Jun Liu, Yiming Meng, Maxwell Fitzsimmons et al. · 2024 · 14 citations

Towards Learning and Verifying Maximal Neural Lyapunov Functions

Jun Liu, Yiming Meng, Maxwell Fitzsimmons et al. · 2023 · 11 citations

Physics-Informed Neural Network Policy Iteration: Algorithms, Convergence, and Verification

Yiming Meng, Ruikun Zhou, Amartya Mukherjee et al. · arXiv (Cornell University) · 2024 · 10 citations · Full text

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