Yaoru Liu - Publications, H-index & Citations

刘耀儒 (Yaoru Liu)

Tsinghua University

26H指数

113论文数

1.9K被引数

收录论文 54

发表时间

Deep learning-assisted multi-phase modeling of activated carbon-modified concrete: Decoding the role of ITZs in crack evolution 深度学习辅助的多相建模研究活性炭改性混凝土：解码界面过渡区在裂缝演化中的作用

Journal of Building Engineering

IF7.4

2026-06-01

PREAI

Peng, Lei; Jaunkeypersad, Kilesh; Martins, Ivana; Liu, Yaoru; Li, Mingyao; Zuo, Jianping; Jeong, Jena

Prediction of rock mass energy evolution during deep tunnel construction using static temporal fusion transformer and numerical surrogate model

Computers and Geotechnics

IF6.2

2026-01-31

PREAI

Yaoru Liu; Songyu Yue; Rujiu Zhang; Yuequn Huang; Muwu Xie; Qiang Yang

Mix Ratio Inversion of Geomechanical Model Materials Considering Shear Strength Parameters 考虑剪切强度参数的地质力学模型材料混合比例反演

Geotechnical Testing Journal

IF1.2

2026-01-01

PREAI

Zhang, Kai; Zhuang, Wenyu; Zhou, Xingbo; Du, Xiaohu; Liu, Yaoru; Yang, Qiang

Time-varying reliability analysis of a reservoir bank slope considering creep behavior and sequential Bayesian updating 考虑蠕变行为和序贯贝叶斯更新的水库岸坡时变可靠性分析

Journal of Rock Mechanics and Geotechnical Engineering

IF10.2

2025-09-29

OAAI

Wenyu Zhuang; Qingchao Lyu; Yaoru Liu; Kai Zhang; Ting Liu; Junlei Bai; Qun Zhang

A physics-informed framework for mechanical parameters inversion in tunnel engineering based on deep learning and Bayesian optimization 一种基于深度学习和贝叶斯优化的隧道工程力学参数反演物理信息框架

Tunnelling and Underground Space Technology

IF7.4

2025-08-06

PREAI

Zhiyong Pang; Yuequn Huang; Muwu Xie; Yaoru Liu

Prediction and early warning analysis of reservoir bank slopes based on anti-sliding stability evolution 基于抗滑稳定性演化的水库岸坡预测与早期预警分析

Geoscience Frontiers

IF8.9

2025-07-05

OAAI

Yaoru Liu; Chenfeng Gao; Wenyu Zhuang; Chengyao Wei; Zhenlian Qi; Kai Zhang; Shaokang Hou

Multi-slip surfaces extraction method for slopes based on energy dissipation rate index 基于能量耗散率指数的边坡多滑面提取方法

Computers and Geotechnics

IF6.2

2025-06-30

PREAI

Wenyu Zhuang; Qingchao Lyu; Yaoru Liu; Zhiyong Pang; Kai Zhang; Shaokang Hou; Qiang Yang

Studies on mechanical properties of loaded coal at micro/nanoscale by coupling nanoindentation and SAXS experiments 通过结合纳米压痕和SAXS实验对加载煤的微/纳米尺度力学性能的研究

ACTA GEOTECHNICA

IF5.7

2025-02-24

PREAI

Zhang, Q; Liu, YR; Li, XC; Nie, BS; Meng, JQ

Investigation of energy evolution process of rock mass during deep tunnel excavation based on elasto-viscoplastic damage model and time-dependent energy indices

ACTA GEOTECHNICA

IF5.7

2024-11-28

PREAI

Liu, Yaoru; Zhang, Rujiu; Hou, Shaokang; Zhu, Ling; Pang, Zhiyong; Zhuang, Wenyu

A physics knowledge-based surrogate model framework for time-dependent slope deformation: Considering water effect and sliding states 基于物理知识的时变边坡变形代理模型框架：考虑水效应和滑动状态

Journal of Rock Mechanics and Geotechnical Engineering

IF10.2

2024-11-12

OAAI

Wenyu Zhuang; Yaoru Liu; Kai Zhang; Qingchao Lyu; Shaokang Hou; Qiang Yang

Failure characteristics and energy evolution process of delayed and instantaneous basalt rockburst under true triaxial conditions 真三轴条件下延迟和瞬时玄武岩岩爆破坏特征及能量演化过程

INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

IF7.5

2024-11-01

PREAI

Zhang, Rujiu; Liu, Yaoru; Zhu, Ling; Hou, Shaokang; Li, Zi; Zhao, Tian; Chen, Xin

Intelligent decision-making for TBM tunnelling control parameters using multi-objective optimization 基于多目标优化的TBM隧道掘进控制参数智能决策制定

JOURNAL OF ROCK MECHANICS AND GEOTECHNICAL ENGINEERING

IF10.2

2024-09-01

OAAI

Hou, Shaokang; Liu, Yaoru; Yu, Jialin; Zhang, Rujiu; Cheng, Li; Gao, Chenfeng

Evaluation of rockburst risk in deep tunnels considering structural planes based on energy dissipation rate criterion and numerical simulation 基于能量耗散率准则和数值模拟的考虑结构面深埋隧洞岩爆危险性评价

TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

IF7.4

2023-07-01

PREAI

Zhang, Rujiu; Liu, Yaoru; Hou, Shaokang

Shear Behavior and Properties of Granite Fractures Under Different Pore Water Pressure Conditions

ROCK MECHANICS AND ROCK ENGINEERING

IF6.6

2023-05-30

PREAI

Zhang, Kai; Lyu, Qingchao; Liu, Yaoru; Zhuang, Wenyu; Yang, Qiang

Generalized Onsager fluxes based on inexact differential 1-form

JOURNAL OF NON-EQUILIBRIUM THERMODYNAMICS

IF4.2

2023-03-06

PREAI

Yang, Qiang; Leng, Kuangdai; Zhang, Man; Liu, Yaoru

Study on deformation mechanism and parameter inversion of a reservoir bank slope during initial impoundment

ACTA GEOTECHNICA

IF5.7

2023-02-25

PREAI

Zhuang, Wenyu; Liu, Yaoru; Zhang, Rujiu; Hou, Shaokang; Yang, Qiang

Effect of dynamic cyclic shear on frictional strength weakening of a plane joint

SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

IF4.6

2023-02-01

OAAI

Zhang, Kai; Liu, Yaoru; Lei, Qinghua; Hou, Shaokang; Yang, Qiang

Prediction of shield jamming risk for double-shield TBM tunnels based on numerical samples and random forest classifier

ACTA GEOTECHNICA

IF5.7

2022-04-26

PREAI

Hou, Shaokang; Liu, Yaoru; Zhuang, Wenyu; Zhang, Kai; Zhang, Rujiu; Yang, Qiang

Real-time prediction of rock mass classification based on TBM operation big data and stacking technique of ensemble learning

JOURNAL OF ROCK MECHANICS AND GEOTECHNICAL ENGINEERING

IF10.2

2022-02-01

124

OAAI

Hou, Shaokang; Liu, Yaoru; Yang, Qiang

Time-Independent Plasticity Formulated by Inelastic Differential of Free Energy Function

JOURNAL OF NON-EQUILIBRIUM THERMODYNAMICS

IF4.2

2021-03-19

PREAI

Yang, Qiang; Li, Chaoyi; Liu, Yaoru

研究方向