Subsurface sedimentary structure identification using deep learning: A review

C Zhan, Z Dai, Z Yang, X Zhang, Z Ma, HV Thanh… - Earth-Science …, 2023 - Elsevier
The reliable identification of subsurface sedimentary structures (ie, geologic heterogeneity)
is critical in various earth and environmental sciences, petroleum reservoir engineering, and …

A review and numerical assessment of the random walk particle tracking method

P Salamon, D Fernàndez-Garcia… - Journal of contaminant …, 2006 - Elsevier
We review the basic mathematical concepts of random walk particle tracking (RWPT) and its
advantages and limitations. Three different numerical approaches to overcome the local …

Data‐worth analysis for heterogeneous subsurface structure identification with a stochastic deep learning framework

C Zhan, Z Dai, MR Soltanian… - Water Resources …, 2022 - Wiley Online Library
Reliable characterization of subsurface structures is essential for earth sciences and related
applications. Data assimilation‐based identification frameworks can reasonably estimate …

Modeling hydrologically mediated hot moments of transient anomalous diffusion in aquifers using an impulsive fractional‐derivative equation

Y Zhang, X Liu, D Lei, M Yin, HG Sun… - Water Resources …, 2024 - Wiley Online Library
Hydrologically mediated hot moments (HM‐HMs) of transient anomalous diffusion (TAD)
denote abrupt shifts in hydraulic conditions that can profoundly influence the dynamics of …

Uncertainty assessment and data worth in groundwater flow and mass transport modeling using a blocking Markov chain Monte Carlo method

J Fu, JJ Gómez-Hernández - Journal of Hydrology, 2009 - Elsevier
Groundwater flow and mass transport predictions are always subject to uncertainty due to
the scarcity of data with which models are built. Only a few measurements of aquifer …

Modeling mass transfer processes using random walk particle tracking

P Salamon, D Fernàndez‐Garcia… - Water Resources …, 2006 - Wiley Online Library
The complexity of mass transfer processes often complicates solute transport simulations.
We present a new approach for the implementation of the multirate mass transfer model into …

Estimating the scale dependence of permeability at pore and core scales: Incorporating effects of porosity and finite size

B Ghanbarian - Advances in Water Resources, 2022 - Elsevier
Understanding the effect of sample size on hydraulic characteristics of porous media and
estimating their scale-dependent properties have been challenging in subsurface hydrology …

How landscape heterogeneity governs stream water concentration-discharge behavior in carbonate terrains (Konza Prairie, USA)

PL Sullivan, MW Stops, GL Macpherson, L Li… - Chemical …, 2019 - Elsevier
Mounting evidence suggests ecosystem changes that alter subsurface water fluxes and
carbon dioxide concentrations in carbonate terrains may drive measurable changes in …

Efficient random walk particle tracking algorithm for advective‐dispersive transport in media with discontinuous dispersion coefficients and water contents

M Bechtold, J Vanderborght, O Ippisch… - Water Resources …, 2011 - Wiley Online Library
Random walk particle tracking (RWPT) is a well established and efficient alternative to grid‐
based Eulerian approaches when simulating the advection‐dispersion transport problem in …