Intelligent based decision-making strategy to predict fire intensity in subsurface engineering environments

Predicting tunnel squeezing using support vector machine optimized by whale optimization algorithm

(2022) Jian Zhou et al.   Acta Geotechnica

Slope Stability Classification under Seismic Conditions Using Several Tree-Based Intelligent Techniques

(2022) Panagiotis G. Asteris et al.   Applied Sciences-Basel

Revealing the nature of metakaolin-based concrete materials using artificial intelligence techniques

(2022) Panagiotis G. Asteris et al.   CONSTRUCTION AND BUILDING MATERIALS

Introducing stacking machine learning approaches for the prediction of rock deformation

(2022) Mohammadreza Koopialipoor et al.   Transportation Geotechnics

Prediction of geological characteristics from shield operational parameters by integrating grid search and K-fold cross validation into stacking classification algorithm

(2022) Tao Yan et al.   Journal of Rock Mechanics and Geotechnical Engineering

Implications to secure mineral supply for clean energy technologies for developing countries: A fuzzy based risk analysis for mining projects

(2022) Izhar Mithal Jiskani et al.   Journal of Cleaner Production

Correlating the Unconfined Compressive Strength of Rock with the Compressional Wave Velocity Effective Porosity and Schmidt Hammer Rebound Number Using Artificial Neural Networks

(2022) Tien-Thinh Le et al.   ROCK MECHANICS AND ROCK ENGINEERING

Developing hybrid ELM-ALO, ELM-LSO and ELM-SOA models for predicting advance rate of TBM

(2022) Chuanqi Li et al.   Transportation Geotechnics

The translocation pathways of rare earth elements from the environment to the food chain and their impact on human health

(2022) Żaneta Arciszewska et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Distribution, risk assessment and stabilization of heavy metals in supercritical water gasification of oily sludge

(2022) Linhu Li et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Experimental investigation and modeling of the spread and burning behaviors of continuous spill fires on a water surface

(2022) Jinlong Zhao et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Fast detection of compartment fires under different heating conditions of materials

(2022) G.V. Kuznetsov et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Prediction and zoning of the impact of underground coal mining on groundwater resources

(2022) Liangning Li et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

The risk of risk assessments: Investigating dangerous workshop biases through a socio-technical systems model

(2022) Deborah Hunt et al.   SAFETY SCIENCE

Success and challenges in predicting TBM penetration rate using recurrent neural networks

(2022) Feng Shan et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

An optimized system of GMDH-ANFIS predictive model by ICA for estimating pile bearing capacity

(2021) Danial Jahed Armaghani et al.   ARTIFICIAL INTELLIGENCE REVIEW

TBM performance prediction developing a hybrid ANFIS-PNN predictive model optimized by imperialism competitive algorithm

(2021) Hooman Harandizadeh et al.   NEURAL COMPUTING & APPLICATIONS

Rapid prediction of mine tunnel fire smoke movement with machine learning and supercomputing techniques

(2021) Yao Hong et al.   FIRE SAFETY JOURNAL

Prediction of TBM performance in fresh through weathered granite using empirical and statistical approaches

(2021) Danial Jahed Armaghani et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Predicting Hard Rock Pillar Stability Using GBDT, XGBoost, and LightGBM Algorithms

(2020) Weizhang Liang et al.   Mathematics

Application of Fuzzy Logic for Predicting of Mine Fire in Underground Coal Mine

(2020) Esmatullah Danish et al.   Safety and Health at Work

The Impact of the Ventilation System on the Methane Release Hazard and Spontaneous Combustion of Coal in the Area of Exploitation—A Case Study

(2020) Magdalena Tutak et al.   Energies

Modelling aerosol transport and virus exposure with numerical simulations in relation to SARS-CoV-2 transmission by inhalation indoors

(2020) Ville Vuorinen et al.   SAFETY SCIENCE

The scientific literature on Coronaviruses, COVID-19 and its associated safety-related research dimensions: A scientometric analysis and scoping review

(2020) Milad Haghani et al.   SAFETY SCIENCE

Modelling an integrated impact of fire, explosion and combustion products during transitional events caused by an accidental release of LNG

(2019) Til Baalisampang et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A LightGBM-Based EEG Analysis Method for Driver Mental States Classification

(2019) Hong Zeng et al.   Computational Intelligence and Neuroscience

Applications of machine learning methods for engineering risk assessment – A review

(2019) Jeevith Hegde et al.   SAFETY SCIENCE

Prediction of spontaneous combustion in the coal stockpile based on an improved metabolic grey model

(2018) Shoujun Li et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Wireless sensor network based fire monitoring in underground coal mines: A fuzzy logic approach

(2018) Lalatendu Muduli et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Delineation and mapping of coal mine fire using remote sensing data – a review

(2018) Shanti Swarup Biswal et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Multiple predicting K-fold cross-validation for model selection

(2017) Yoonsuh Jung   JOURNAL OF NONPARAMETRIC STATISTICS

Methods and models in process safety and risk management: Past, present and future

(2015) Faisal Khan et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Development of a New Material for Mine Fire Control

(2014) Leilin Zhang et al.   COMBUSTION SCIENCE AND TECHNOLOGY

Dynamic safety analysis of process systems by mapping bow-tie into Bayesian network

(2012) Nima Khakzad et al.   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

Wireless sensor network-based fire detection, alarming, monitoring and prevention system for Bord-and-Pillar coal mines

(2011) Sudipta Bhattacharjee et al.   JOURNAL OF SYSTEMS AND SOFTWARE

The Tiptop coal-mine fire, Kentucky: Preliminary investigation of the measurement of mercury and other hazardous gases from coal-fire gas vents

(2009) James C. Hower et al.   INTERNATIONAL JOURNAL OF COAL GEOLOGY