东北大学主页平台 Zaobao Liu--Faculty page of Dr. Zaobao Liu -- LIU Z, LI L, FANG X, et al. Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network [J]. Automat Constr 2021, 125: 103647.

Zaobao Liu

Professor Supervisor of Doctorate Candidates
Name (English):Zaobao Liu
Name (Pinyin):liuzaobao
Date of Employment:2018-05-03
School/Department:Northeastern Unviersity
Business Address:辽宁省沈阳市和平区文化路三巷11号东北大学南门综合实验楼436
Contact Information:024-83689332
Status:Employed
Alma Mater:University of Lille 1 -Sciences and Technologies
Discipline:Geotechnical Engineering
Mining Engineering

2020elected:Candidates of national youth talent program
2022-09elected:2020-2022年度东北大学优秀教师
2022-05elected:东北大学“五四奖章”青年岗位能手
2021-04-21elected:国家级青年人才
2018-12-19elected:辽宁省青年拔尖人才
2020-12-24elected:沈阳市领军人才
2021-06-30elected:本科毕业设计(论文)优秀指导教师

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Current position： Faculty page of Dr. Zaobao Liu >> Scientific Research >> Paper Publications

LIU Z, LI L, FANG X, et al. Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network [J]. Automat Constr 2021, 125: 103647.

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Pre One:ZHANG Y, SHAO J, LIU Z, et al. An improved hydromechanical model for particle flow simulation of fractures in fluid-saturated rocks [J]. Int J Rock Mech Min Sci, 2021, 147: 104870.

Next One:ZHA W, ZHOU H, LIU Z, et al. Experimental study of gas permeability evolution in tight sandstone with damage and cracking along various stress loading paths [J]. Bull Eng Geol Environ, 2021, 80(10): 7847-63.