Study on deep learning methods for coal burst risk prediction based on mining-induced seismicity quantification

Predicting the Height of the Water-Conducting Fractured Zone in Fully Mechanized Top Coal Caving Longwall Mining of Very Thick Jurassic Coal Seams in Western China Based on the NNBR Model

(2023) Yanbo Han et al.   Mine Water and the Environment

Failure mechanism and control of the coal bursts triggered by mining-induced seismicity: a case study

(2023) Jinrong Cao et al.   Environmental Earth Sciences

Development of Rockburst Research: A Comprehensive Review

(2022) Meng Wu et al.   Applied Sciences-Basel

Sequential optimization three-way decision model with information gain for credit default risk evaluation

(2022) Feng Shen et al.   INTERNATIONAL JOURNAL OF FORECASTING

Application of a two-step sampling strategy based on deep neural network for landslide susceptibility mapping

(2022) Jingyu Yao et al.   Bulletin of Engineering Geology and the Environment

New Criterion of Critical Mining Stress Index for Risk Evaluation of Roadway Rockburst

(2022) Lianpeng Dai et al.   ROCK MECHANICS AND ROCK ENGINEERING

Quantitative assessment of the spatio-temporal correlations of seismic events induced by longwall coal mining

(2022) Shuyu Wang et al.   Journal of Rock Mechanics and Geotechnical Engineering

Risk Assessment of Rockburst with a LS-FAHP-CRITIC Method: A Case in Gaojiapu Coal Mine, North of China

(2022) Jinkui Zhang et al.   GEOFLUIDS

Research on Multifactor Analysis and Quantitative Evaluation Method of Rockburst Risk in Coal Mines

(2022) Weisheng Du et al.   Lithosphere

In-situ stress field inversion and its impact on mining-induced seismicity

(2022) Xianggang Cheng et al.   Geomatics Natural Hazards & Risk

Rockburst intensity evaluation by a novel systematic and evolved approach: machine learning booster and application

(2021) Yuantian Sun et al.   Bulletin of Engineering Geology and the Environment

Deep learning for geological hazards analysis: Data, models, applications, and opportunities

(2021) Zhengjing Ma et al.   EARTH-SCIENCE REVIEWS

AVO Inversion in Orthotropic Media Based on SA-PSO

(2021) Qin Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Benchmarking Deep Learning Methods for Aspect Level Sentiment Classification

(2021) Tanu Sharma et al.   Applied Sciences-Basel

Classification of clustered microseismic events in a coal mine using machine learning

(2021) Yi Duan et al.   Journal of Rock Mechanics and Geotechnical Engineering

A spatially explicit deep learning neural network model for the prediction of landslide susceptibility

(2020) Dong Van Dao et al.   CATENA

Influence of Geo-stress on Dynamic Response Characteristics of Coal and Gas Outburst

(2020) Bin Zhou et al.   ROCK MECHANICS AND ROCK ENGINEERING

Prediction of Relatively High-Energy Seismic Events Using Spatial–Temporal Parametrisation of Mining-Induced Seismicity

(2020) Guangyao Si et al.   ROCK MECHANICS AND ROCK ENGINEERING

Predictive model of overburden deformation: based on machine learning and distributed optical fiber sensing technology

(2020) Wenyuan Liu et al.   ENGINEERING COMPUTATIONS

A Monitoring Investigation into Rock Burst Mechanism Based on the Coupled Theory of Static and Dynamic Stresses

(2020) Wu Cai et al.   Rock Mechanics and Rock Engineering

Study of Rock Burst Risk Evolution in Front of Deep Longwall Panel Based on Passive Seismic Velocity Tomography

(2020) Kunyou Zhou et al.   GEOFLUIDS

Numerical analysis for the prediction of bump prone conditions: A southern Appalachian pillar coal bump case study

(2020) Christopher Newman et al.   International Journal of Mining Science and Technology

The impact of key strata movement on ground pressure behaviour in the Datong coalfield

(2019) Tiejun Kuang et al.   INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

Energy evolution mechanism in process of Sandstone failure and energy strength criterion

(2018) Yunfei Wang et al.   JOURNAL OF APPLIED GEOPHYSICS

A Risk Assessment Method for Rockburst Based on Geodynamic Environment

(2018) Zhijie Zhu et al.   SHOCK AND VIBRATION

The transpressive southern termination of the Bucaramanga fault (Colombia): Insights from geological mapping, stress tensors, and fractal analysis

(2018) Francisco Velandia et al.   JOURNAL OF STRUCTURAL GEOLOGY

Coal and gangue recognition under four operating conditions by using image analysis and Relief-SVM

(2018) Dongyang Dou et al.   International Journal of Coal Preparation and Utilization

Combined early warning method for rockburst in a Deep Island, fully mechanized caving face

(2016) Bangyou Jiang et al.   Arabian Journal of Geosciences

Optimization of Vacuum Hybrid Welding Process Parameters for YG8 Cemented Carbide and 42CrMo Steel Using Artificial Neural Networks

(2015) Wan-chang Sun et al.   MATERIALS TRANSACTIONS

Multi-objective optimization of milling parameters – the trade-offs between energy, production rate and cutting quality

(2013) Jihong Yan et al.   JOURNAL OF CLEANER PRODUCTION

Feature selection for support vector machines with RBF kernel

(2011) Quanzhong Liu et al.   ARTIFICIAL INTELLIGENCE REVIEW