Search Results for author: Fumin Zhang

Found 7 papers, 1 papers with code

Lyapunov-Net: A Deep Neural Network Architecture for Lyapunov Function Approximation

no code implementations27 Sep 2021 Nathan Gaby, Fumin Zhang, Xiaojing Ye

We develop a versatile deep neural network architecture, called Lyapunov-Net, to approximate Lyapunov functions of dynamical systems in high dimensions.

From Instantaneous Schedulability to Worst Case Schedulability: A Significant Moment Approach

no code implementations11 Sep 2021 Ningshi Yao, Fumin Zhang

The method of significant moment analysis has been employed to derive instantaneous schedulability tests for real-time systems.

Scheduling

Dissensus Algorithms for Opinion Dynamics on the Sphere

no code implementations19 Apr 2021 Ziqiao Zhang, Said Al-Abri, Fumin Zhang

The information of the covariance formed by the opinion state of each agent is used to achieve a dissensus equilibrium on unsigned graphs.

A Distributed Active Perception Strategy for Source Seeking and Level Curve Tracking

no code implementations3 Feb 2021 Said Al-Abri, Fumin Zhang

Algorithms for multi-agent systems to locate a source or to follow a desired level curve of spatially distributed scalar fields generally require sharing field measurements among the agents for gradient estimation.

Machine Discovery of Partial Differential Equations from Spatiotemporal Data

1 code implementation15 Sep 2019 Ye Yuan, Junlin Li, Liang Li, Frank Jiang, Xiuchuan Tang, Fumin Zhang, Sheng Liu, Jorge Goncalves, Henning U. Voss, Xiuting Li, Jürgen Kurths, Han Ding

The study presents a general framework for discovering underlying Partial Differential Equations (PDEs) using measured spatiotemporal data.

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