Review on space energy
Energy resources in outer space, also known as space energy, has been recognized as a
promising supplement to conventional energy supplies on Earth, as well as an irreplaceable …
promising supplement to conventional energy supplies on Earth, as well as an irreplaceable …
[HTML][HTML] Review of deep learning algorithms in molecular simulations and perspective applications on petroleum engineering
J Liu, T Zhang, S Sun - Geoscience Frontiers, 2024 - Elsevier
In the last few decades, deep learning (DL) has afforded solutions to macroscopic problems
in petroleum engineering, but mechanistic problems at the microscale have not benefited …
in petroleum engineering, but mechanistic problems at the microscale have not benefited …
Deep learning–assisted phase equilibrium analysis for producing natural hydrogen
The development of natural hydrogen is an emerging topic in the current energy transition
trend. The production process involves compositional multiphase flow via subsurface porous …
trend. The production process involves compositional multiphase flow via subsurface porous …
Physics-informed machine learning model for computational fracture of quasi-brittle materials without labelled data
Only a few studies have focused on the simulation of the crack propagation of quasi-brittle
materials under complex loading inspired by physical-informed neural networks (PINN) …
materials under complex loading inspired by physical-informed neural networks (PINN) …
Deep-learning-based surrogate flow modeling and geological parameterization for data assimilation in 3D subsurface flow
Data assimilation in subsurface flow systems is challenging due to the large number of flow
simulations often required, and by the need to preserve geological realism in the calibrated …
simulations often required, and by the need to preserve geological realism in the calibrated …
Phase equilibrium in the hydrogen energy chain
In this paper, a thorough review of the current state of the hydrogen phase equilibrium
approaches is presented. Potential applications of phase equilibrium calculations for the …
approaches is presented. Potential applications of phase equilibrium calculations for the …
A machine learning model for predicting the minimum miscibility pressure of CO2 and crude oil system based on a support vector machine algorithm approach
CO 2 enhanced oil recovery (EOR) is a potential way for carbon capture, utilization and
storage (CCUS). However, the effect of CO 2 injection is greatly influenced by the reservoir …
storage (CCUS). However, the effect of CO 2 injection is greatly influenced by the reservoir …
Geochemical modelling of CO2 interactions with shale: Kinetics of mineral dissolution and precipitation on geological time scales
Abstract The research on Carbon Capture and Storage (CCS) has become fruitful as energy-
intensive industries are working towards transitioning to low carbon energy industry. Shale …
intensive industries are working towards transitioning to low carbon energy industry. Shale …
Composite material-based a clay for adsorption desalination and cooling applications
This paper studies improving the performance of an adsorption system by improving raw
bentonite as an adsorbent. Acid treatment has been used for the pretreatment of raw …
bentonite as an adsorbent. Acid treatment has been used for the pretreatment of raw …
Accelerating flash calculations in unconventional reservoirs considering capillary pressure using an optimized deep learning algorithm
An increasing focus was placed in the past few decades on accelerating flash calculations
and a variety of acceleration strategies have been developed to improve its efficiency …
and a variety of acceleration strategies have been developed to improve its efficiency …