Assessment on thermal hazards of reactive chemicals in industry: state of the art and perspectives
Thermal hazards of reactive chemicals have been a major concern due to the unceasing
occurrences of fire and explosion accidents in industry. Understanding thermal threats of …
occurrences of fire and explosion accidents in industry. Understanding thermal threats of …
Machine learning and deep learning in chemical health and safety: a systematic review of techniques and applications
Machine learning (ML) and deep learning (DL) are a subset of artificial intelligence (AI) that
can automatically learn from data and can perform tasks such as predictions and decision …
can automatically learn from data and can perform tasks such as predictions and decision …
Thermal stability of metal–organic frameworks (MOFs): Concept, determination, and model prediction using computational chemistry and machine learning
The indubitable rise of metal–organic framework (MOF) technology has opened the potential
for commercialization as alternative materials with a versatile number of applications that …
for commercialization as alternative materials with a versatile number of applications that …
Prediction of methane hydrate formation conditions in salt water using machine learning algorithms
Predicting formation conditions of gas hydrates in salt water is important for the management
of hydrate in processes such as flow assurance, deep-water drilling, and hydrate-based …
of hydrate in processes such as flow assurance, deep-water drilling, and hydrate-based …
Predictive modeling on the surface tension and viscosity of ionic liquid-organic solvent mixtures via machine learning
Background a comprehensive collection of reliable open-source data was compiled,
encompassing 3454 data points for surface tension and 28,548 data points for viscosity of IL …
encompassing 3454 data points for surface tension and 28,548 data points for viscosity of IL …
Prediction models for flammability limits of syngas/air mixtures based on machine learning approach
B Su, Y Tan, L Zhang, R Hao, L Liu, Z Luo… - International Journal of …, 2025 - Elsevier
Syngas is a promising hydrogen-containing energy source and industrial feedstock.
However, because of its hydrogen content, syngas is prone to explosion if not handled …
However, because of its hydrogen content, syngas is prone to explosion if not handled …
Explosion incidents associated with comprehensive studies on methyl ethyl ketone peroxide under thermal decomposition: A review
L Gong, G Yu, J Li, J Chen, R Chen… - Process Safety …, 2024 - Wiley Online Library
This review gathered and discussed the available results on the thermal hazards, thermal
kinetics, decomposition mechanism, autocatalytic behavior, thermal explosion, deflagration …
kinetics, decomposition mechanism, autocatalytic behavior, thermal explosion, deflagration …
Experimental and principal component analysis studies on minimum oxygen concentration of methane explosion
Gas explosion has always been one of the leading disasters in chemical and mining
industries, causing tremendous considerable casualties and property damage. It is very …
industries, causing tremendous considerable casualties and property damage. It is very …
SVM, ANN, and PSF modelling approaches for prediction of iron dust minimum ignition temperature (MIT) based on the synergistic effect of dispersion pressure and …
Data-driven models for predicting fire and explosion-related properties have been improved
greatly in recent years using machine-learning algorithms. However, choosing the best …
greatly in recent years using machine-learning algorithms. However, choosing the best …
Modelling of the minimum ignition temperature (MIT) of corn dust using statistical analysis and artificial neural networks based on the synergistic effect of concentration …
Corn dust is a highly energetic substance and frequently found in the food manufacturing
industries. It not only poses occupational safety hazards such as suffocation or lung …
industries. It not only poses occupational safety hazards such as suffocation or lung …