Deep Convolutional Neural Network-Based Method for Strength Parameter Prediction of Jointed Rock Mass Using Drilling Logging Data

Frequency Characteristics of Acoustic Emissions Induced by Crack Propagation in Rock Tensile Fracture

(2021) Ruochen Jiang et al.   Rock Mechanics and Rock Engineering

Identifying microseismic events in a mining scenario using a convolutional neural network

(2020) Andy H. Wilkins et al.   COMPUTERS & GEOSCIENCES

A New Method for Prediction of Rock Quality Designation in Borehole Using Energy of Rotary Drilling

(2020) M. M. He et al.   ROCK MECHANICS AND ROCK ENGINEERING

Deep learning based classification of rock structure of tunnel face

(2020) Jiayao Chen et al.   Geoscience Frontiers

Surrogate permeability modelling of low-permeable rocks using convolutional neural networks

(2020) Jianwei Tian et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A New Perspective on the Constant mi of the Hoek–Brown Failure Criterion and a New Model for Determining the Residual Strength of Rock

(2020) Mingming He et al.   ROCK MECHANICS AND ROCK ENGINEERING

A novel displacement prediction method using gated recurrent unit model with time series analysis in the Erdaohe landslide

(2020) Yong-gang Zhang et al.   Natural Hazards

Landslide susceptibility mapping using multiscale sampling strategy and convolutional neural network: A case study in Jiuzhaigou region

(2020) Yaning Yi et al.   CATENA

An empirical method for determining the mechanical properties of jointed rock mass using drilling energy

(2019) Mingming He et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

An automatic pixel-level crack identification method for coals experiencing SHPB impact tests

(2019) Beijing Xie et al.   Journal of Geophysics and Engineering

Driving digital rock towards machine learning: Predicting permeability with gradient boosting and deep neural networks

(2019) Oleg Sudakov et al.   COMPUTERS & GEOSCIENCES

A Contribution to Relationship Between Volumetric Joint Count (Jv) and Rock Quality Designation (RQD) in Three-Dimensional (3-D) Space

(2019) Jun Zheng et al.   ROCK MECHANICS AND ROCK ENGINEERING

Measuring rock surface strength based on spectrograms with deep convolutional networks

(2019) Shuai Han et al.   COMPUTERS & GEOSCIENCES

Advanced prediction for field strength parameters of rock using drilling operational data from impregnated diamond bit

(2019) Mingming He et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

A new perspective for the directivity of Rock Quality Designation (RQD) and an anisotropy index of jointing degree for rock masses

(2018) Jun Zheng et al.   ENGINEERING GEOLOGY

An experimental study of the vibration of a drill rod during roof bolt installation

(2018) Mengxiong Fu et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Micro-seismic event detection and location in underground mines by using Convolutional Neural Networks (CNN) and deep learning

(2018) Linqi Huang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

A probabilistic method to analyze collapse failure of shallow rectangular tunnels

(2018) Xiao-Ping Zhou et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Physics-informed machine learning approach for augmenting turbulence models: A comprehensive framework

(2018) Jin-Long Wu et al.   Physical Review Fluids

Reliability Assessment of Tunnel Based on P -Wave Seismic Velocity

(2018) Xiao-Ping Zhou et al.   International Journal of Geomechanics

Deep learning-based automatic volumetric damage quantification using depth camera

(2018) Gustavo H. Beckman et al.   AUTOMATION IN CONSTRUCTION

Convolutional Neural Network approaches to granite tiles classification

(2017) Anselmo Ferreira et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fast automated analysis of strong gravitational lenses with convolutional neural networks

(2017) Yashar D. Hezaveh et al.   NATURE

Evaluation of the Integrity of Deep Rock Masses Using Results of Digital Borehole Televiewers

(2017) Hao-Sen Guo et al.   ROCK MECHANICS AND ROCK ENGINEERING

Solving the quantum many-body problem with artificial neural networks

(2017) Giuseppe Carleo et al.   SCIENCE

A three-dimensional long-term strength criterion of rocks based on micromechanical method

(2017) Xiao-Ping Zhou et al.   THEORETICAL AND APPLIED FRACTURE MECHANICS

Deep learning

(2015) Yann LeCun et al.   NATURE

A New Rock Mass Quality Rating System: Rock Mass Quality Rating (RMQR) and Its Application to the Estimation of Geomechanical Characteristics of Rock Masses

(2013) Ömer Aydan et al.   ROCK MECHANICS AND ROCK ENGINEERING

Improved RMR Rock Mass Classification Using Artificial Intelligence Algorithms

(2012) Raoof Gholami et al.   ROCK MECHANICS AND ROCK ENGINEERING

Estimation of Elastic Modulus of Intact Rocks by Artificial Neural Network

(2012) Ibrahim Ocak et al.   ROCK MECHANICS AND ROCK ENGINEERING

Application of Rock Mass Characterization for Determining the Mechanical Properties of Rock Mass: a Comparative Study

(2009) Mahmoud Hashemi et al.   ROCK MECHANICS AND ROCK ENGINEERING

Estimating the Strength of Jointed Rock Masses

(2009) Lianyang Zhang   ROCK MECHANICS AND ROCK ENGINEERING