Search Results for author: Shiyin Wei

Found 2 papers, 1 papers with code

A robust deep learning-based damage identification approach for SHM considering missing data

no code implementations31 Mar 2023 Fan Deng, Xiaoming Tao, Pengxiang Wei, Shiyin Wei

Data-driven method for Structural Health Monitoring (SHM), that mine the hidden structural performance from the correlations among monitored time series data, has received widely concerns recently.

Imputation Time Series

General solutions for nonlinear differential equations: a rule-based self-learning approach using deep reinforcement learning

1 code implementation13 May 2018 Shiyin Wei, Xiaowei Jin, Hui Li

A universal rule-based self-learning approach using deep reinforcement learning (DRL) is proposed for the first time to solve nonlinear ordinary differential equations and partial differential equations.

Self-Learning Transfer Learning

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