Chemical and reactive transport processes associated with hydraulic fracturing of unconventional oil/gas shales
Hydraulic fracturing of unconventional oil/gas shales has changed the energy landscape of
the US Recovery of hydrocarbons from tight, hydraulically fractured shales is a highly …
the US Recovery of hydrocarbons from tight, hydraulically fractured shales is a highly …
Automated upscaling via symbolic computing for thermal runaway analysis in Li-ion battery modules
Despite the availability of advanced numerical capabilities and computational power,
complex multi-physical, multiscale systems continue to challenge modeling efforts due to …
complex multi-physical, multiscale systems continue to challenge modeling efforts due to …
Enforcing global constraints for the dispersion closure problem: τ2-SIMPLE algorithm
Permeability and effective dispersion tensors are critical parameters to characterize flow and
transport in porous media at the continuum scale. Homogenization theory defines a …
transport in porous media at the continuum scale. Homogenization theory defines a …
A deep learning upscaling framework: Reactive transport and mineral precipitation in fracture-matrix systems
Z Wang, I Battiato - Advances in Water Resources, 2024 - Elsevier
Pore-scale modeling has limited applicability at large scales due to its high computational
cost. One common approach to upscale pore-scale models is the use of effective medium …
cost. One common approach to upscale pore-scale models is the use of effective medium …
Automated symbolic upscaling: 1. Model generation for extended applicability regimes
K Pietrzyk, I Battiato - Water Resources Research, 2023 - Wiley Online Library
In porous media theory, upscaling techniques are fundamental to deriving rigorous Darcy‐
scale models for flow and reactive transport in subsurface systems. Due to limitations in …
scale models for flow and reactive transport in subsurface systems. Due to limitations in …
High-order models for convection–diffusion-reaction transport in multiscale porous media
Developing highly accurate models for predicting the convection–diffusion-reaction (CDR)
transport in hierarchical porous media with strong heterogeneities on multiple scales is …
transport in hierarchical porous media with strong heterogeneities on multiple scales is …
The Method of Finite Averages: A rigorous upscaling methodology for heterogeneous porous media
K Pietrzyk - Advances in Water Resources, 2024 - Elsevier
Rigorous upscaling techniques offer accurate and computationally-efficient strategies for
modeling the average behaviors of multi-physical, multiscale phenomena in geological …
modeling the average behaviors of multi-physical, multiscale phenomena in geological …
Non-intrusive hybrid scheme for multiscale heat transfer: Thermal runaway in a battery pack
Accurate analytical and numerical modeling of multiscale systems is a daunting task. The
need to properly resolve spatial and temporal scales spanning multiple orders of magnitude …
need to properly resolve spatial and temporal scales spanning multiple orders of magnitude …
Homogenization-Informed Convolutional Neural Networks for Estimation of Effective Transport Properties in Porous and Fractured Media
RM Weber - 2023 - search.proquest.com
Understanding flow and mass transport properties of porous and fractured media is
beneficial for many industrial, environmental, and biological applications. Such systems are …
beneficial for many industrial, environmental, and biological applications. Such systems are …
Automated Symbolic Upscaling: Model Generation for Extended Applicability Regimes, Part 1
K Pietrzyk, I Battiato - Authorea Preprints, 2022 - essopenarchive.org
In porous media theory, upscaling techniques are fundamental to deriving rigorous Darcy-
scale models for flow and reactive transport in subsurface systems. Due to limitations in …
scale models for flow and reactive transport in subsurface systems. Due to limitations in …