Prediction of pore-scale clogging using artificial intelligence algorithms
C Lei, M Samari-Kermani, H Aslannejad… - … Research and Risk …, 2023 - Springer
We use five established, but conceptually different artificial intelligence algorithms for
analysing clogging and quantifying colloid transport at pore scale: artificial neural networks …
analysing clogging and quantifying colloid transport at pore scale: artificial neural networks …
Insight into particle detachment in clogging of porous media; a pore scale study using lattice Boltzmann method
Clogging of porous media is controlled by attachment of particles and their subsequent
detachment. In this study, we explore particle transport at the pore scale by considering …
detachment. In this study, we explore particle transport at the pore scale by considering …
[HTML][HTML] Application of machine learning in colloids transport in porous media studies: Lattice Boltzmann simulation results as training data
H Aslannejad, M Samari-Kermani, HM Nezami… - Chemical Engineering …, 2022 - Elsevier
Colloid transport through a porous medium changes geometrical and hydraulic properties of
the pore space. The impact of this effect depends on the colloid types and pore space …
the pore space. The impact of this effect depends on the colloid types and pore space …
Insight into particle retention and clogging in porous media; a pore scale study using lattice Boltzmann method
Particle deposition in porous media alters hydraulic properties including porosity and
permeability. The extent of these alterations depends on both porous media structure and its …
permeability. The extent of these alterations depends on both porous media structure and its …
Lattice Boltzmann-based approaches for pore-scale reactive transport
Important geoscience and environmental applications such as geologic carbon storage,
environmental remediation, and unconventional oil and gas recovery are best understood in …
environmental remediation, and unconventional oil and gas recovery are best understood in …
Direct pore scale numerical simulation of colloid transport and retention. Part I: Fluid flow velocity, colloid size, and pore structure effects
In this study, we have developed a combined lattice Boltzmann-smoothed profile method to
explore coupled mechanisms governing transport of colloids and their retention in porous …
explore coupled mechanisms governing transport of colloids and their retention in porous …
Capturing the dynamic processes of porosity clogging
MI Lönartz, Y Yang, G Deissmann… - Water resources …, 2023 - Wiley Online Library
Understanding mineral precipitation induced porosity clogging and being able to quantify its
non‐linear feedback on transport properties is fundamental for predicting the long‐term …
non‐linear feedback on transport properties is fundamental for predicting the long‐term …
Reactive transport in porous media for CO2 sequestration: Pore scale modeling using the lattice Boltzmann method
Injection of CO 2 subsurface may lead to chemical reactivity of rock where CO 2 is dissolved
in groundwater. This process can modify pore networks to increase or decrease porosity …
in groundwater. This process can modify pore networks to increase or decrease porosity …
Improved prediction of hydrologic properties of heterogeneous porous media at pore-scale-a multi-physics lattice boltzmann study
Predicting and analyzing the dynamic and reactive behavior of confined fluids at the pore
scale, especially in heterogeneous porous media with multi-physics phenomena, is one of …
scale, especially in heterogeneous porous media with multi-physics phenomena, is one of …
Numerical analysis of biological clogging in two-dimensional sand box experiments
J Kildsgaard, P Engesgaard - Journal of contaminant hydrology, 2001 - Elsevier
Two-dimensional models for biological clogging and sorptive tracer transport were used to
study the progress of clogging in a sand box experiment. The sand box had been inoculated …
study the progress of clogging in a sand box experiment. The sand box had been inoculated …