Abstract Machine learning algorithms have emerged as an effective and popular decision-
making tool for solving complicated engineering problems and challenges. Although …

Gas hydrates are a type of crystalline compounds that consists of water and small gas
molecules. A wide range of applications of gas hydrates in storing natural gas in the form of …

The preparation process of biomass-based biochar materials is usually screened using
traditional trial-and-error experiments. In this approach, the electrochemical properties of …

Abstract Machine learning (ML) is widely used to uncover structure–property relationships of
materials due to its ability to quickly find potential data patterns and make accurate …

Molecular dynamics simulations have been performed to determine the three-phase
coexistence temperature for a methane hydrate system in equilibrium with a NaCl solution …

Improving the flame retardancy of polymeric materials used in engineering applications is an
increasingly important strategy for limiting fire hazards. However, the wide variety of flame …

Real-time chemical process monitoring, analysis, and control have become increasingly
important to multi-phase flow process research and development and attracted overt …

Gas hydrates represent one of the main flow assurance challenges in the oil and gas
industry as they can lead to plugging of pipelines and process equipment. In this paper we …

Scale precipitation in petroleum equipment is known as an important problem that causes
damages in injection and production wells. Scale precipitation causes equipment corrosion …

An important phase in the design of processes involving gas hydrates is predicting the
hydrate formation conditions. In this study, three explicit correlations based on machine …