Weikai Ren

Phase Space Graph Convolutional Network for Chaotic Time Series Learning

Weikai Ren, Ningde Jin, Lei OuYang · IEEE Transactions on Industrial Informatics · 2024 · 61 citations

Engineering, Neural Networks (Machine Learning), High-dimensional Chaos +17

A new deep neural network framework with multivariate time series for two-phase flow pattern identification

Lei OuYang, Ningde Jin, Weikai Ren · Expert Systems with Applications · 2022 · 49 citations

Nonlinear System Identification, Recurrent Neural Network, Engineering +9

Vector visibility graph from multivariate time series: a new method for characterizing nonlinear dynamic behavior in two-phase flow

Weikai Ren, Ningde Jin · Nonlinear Dynamics · 2019 · 27 citations

Nonlinear System Identification, Real-time Visualization, Engineering +8

Measurement of Gas Phase Distribution Using Multifiber Optical Probes in a Two-Phase Flow

Qiuyi Yang, Ningde Jin, Fan Wang et al. · IEEE Sensors Journal · 2020 · 25 citations

Optical Fiber Probes, Engineering, Measurement +17

Phase space visibility graph

Weikai Ren, Zhijun Jin · Chaos Solitons & Fractals · 2023 · 22 citations

Graph Theory, Graph Drawing, Visibility +2