Jonghyun "Harry" Lee
Large‐scale hydraulic tomography and joint inversion of head and tracer data using the principal component geostatistical approach (PCGA)
J Lee, PK Kitanidis
Water Resources Research 50 (7), 5410-5427, 2014
Principal component geostatistical approach for large‐dimensional inverse problems
PK Kitanidis, J Lee
Water resources research 50 (7), 5428-5443, 2014
Predictor selection for downscaling GCM data with LASSO
D Hammami, TS Lee, TBMJ Ouarda, J Lee
Journal of Geophysical Research: Atmospheres 117 (D17), 2012
A framework for data-driven solution and parameter estimation of pdes using conditional generative adversarial networks
T Kadeethum, D O’Malley, JN Fuhg, Y Choi, J Lee, HS Viswanathan, ...
Nature Computational Science 1 (12), 819-829, 2021
Randomized algorithms for generalized Hermitian eigenvalue problems with application to computing Karhunen–Loève expansion
AK Saibaba, J Lee, PK Kitanidis
Numerical Linear Algebra with Applications 23 (2), 314-339, 2016
A learning-based data-driven forecast approach for predicting future reservoir performance
H Jeong, AY Sun, J Lee, B Min
Advances in water resources 118, 95-109, 2018
Imaging geochemical heterogeneities using inverse reactive transport modeling: An example relevant for characterizing arsenic mobilization and distribution
S Fakhreddine, J Lee, PK Kitanidis, S Fendorf, M Rolle
Advances in Water Resources 88, 186-197, 2016
Bayesian inversion with total variation prior for discrete geologic structure identification
J Lee, PK Kitanidis
Water Resources Research 49 (11), 7658-7669, 2013
Scalable subsurface inverse modeling of huge data sets with an application to tracer concentration breakthrough data from magnetic resonance imaging
J Lee, H Yoon, PK Kitanidis, CJ Werth, AJ Valocchi
Water Resources Research 52 (7), 5213-5231, 2016
Microfluidic Investigation of Salinity-Induced Oil Recovery in Porous Media during Chemical Flooding
S Park, J Lee, H Yoon, S Shin
Energy & Fuels 35 (6), 4885-4892, 2021
Recent developments in fast and scalable inverse modeling and data assimilation methods in hydrology
H Ghorbanidehno, A Kokkinaki, J Lee, E Darve
Journal of Hydrology 591, 125266, 2020
Reactive fronts in chemically heterogeneous porous media: Experimental and modeling investigation of pyrite oxidation
M Battistel, M Muniruzzaman, F Onses, J Lee, M Rolle
Applied Geochemistry 100, 77-89, 2019
Improved characterization of heterogeneous permeability in saline aquifers from transient pressure data during freshwater injection
PK Kang, J Lee, X Fu, S Lee, PK Kitanidis, R Juanes
Water Resources Research 53 (5), 4444-4458, 2017
Value of information as a context-specific measure of uncertainty in groundwater remediation
X Liu, J Lee, PK Kitanidis, J Parker, U Kim
Water Resources Management 26, 1513-1535, 2012
Hydrogeophysical Characterization of Nonstationary DNAPL Source Zones by Integrating a Convolutional Variational Autoencoder and Ensemble Smoother
X Kang, A Kokkinaki, PK Kitanidis, X Shi, J Lee, S Mo, J Wu
Water Resources Research 57 (2), e2020WR028538, 2021
Improved characterization of DNAPL source zones via sequential hydrogeophysical inversion of hydraulic‐head, self‐potential and partitioning‐tracer data
X Kang, A Kokkinaki, PK Kitanidis, X Shi, A Revil, J Lee, A Soueid Ahmed, ...
Water Resources Research 56 (8), e2020WR027627, 2020
Integration of artificial recharge and recovery systems for impaired water sources in urban settings: overcoming current limitations and engineering challenges
J Regnery, J Lee, P Kitanidis, T Illangasekare, JO Sharp, JE Drewes
Environmental Engineering Science 30 (8), 409-420, 2013
PBBFMM3D: a parallel black-box algorithm for kernel matrix-vector multiplication
R Wang, C Chen, J Lee, E Darve
Journal of Parallel and Distributed Computing 154, 64-73, 2021
Optimizing automated kriging to improve spatial interpolation of monthly rainfall over complex terrain
MP Lucas, RJ Longman, TW Giambelluca, AG Frazier, J Mclean, ...
Journal of Hydrometeorology 23 (4), 561-572, 2022
Deep learning technique for fast inference of large-scale riverine bathymetry
H Ghorbanidehno, J Lee, M Farthing, T Hesser, EF Darve, PK Kitanidis
Advances in Water Resources 147, 103715, 2021
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Články 1–20