Multi-Classification of Complex Microseismic Waveforms Using Convolutional Neural Network: A Case Study in Tunnel Engineering. - Hang Zhang 023; Jun Zeng; Chunchi Ma; Tianbin Li; Yelin Deng; Tao Song (Sensors, 2021)

Intelligent rating method of tunnel surrounding rock based on one-dimensional convolutional neural network. - Gang Yang; Tianbin Li; Chunchi Ma; Lubo Meng; Hang Zhang 023; Junjie Ma (J. Intell. Fuzzy Syst., 2022)

Fine Classification Method for Massive Microseismic Signals Based on Short-Time Fourier Transform and Deep Learning. - Chunchi Ma; Xuefeng Ran; Weihao Xu; Wenjin Yan; Tianbin Li; Kunkun Dai; Jiangjun Wan; Yu Lin; Ke Tong (Remote. Sens., 2023)

Parallel Processing Method for Microseismic Signal Based on Deep Neural Network. - Chunchi Ma; Wenjin Yan; Weihao Xu; Tianbin Li; Xuefeng Ran; Jiangjun Wan; Ke Tong; Yu Lin (Remote. Sens., 2023)