| 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 | 53 | 2020 |
| 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 | 39 | 2021 |
| Coupled simulation of DNAPL infiltration and dissolution in three‐dimensional heterogeneous domains: Process model validation A Kokkinaki, DM O'Carroll, CJ Werth, BE Sleep Water Resources Research 49 (10), 7023-7036, 2013 | 39 | 2013 |
| Real-time data assimilation for large-scale systems: The spectral Kalman filter H Ghorbanidehno, A Kokkinaki, JY Li, E Darve, PK Kitanidis Advances in water resources 86, 260-272, 2015 | 37 | 2015 |
| The compressed state K alman filter for nonlinear state estimation: Application to large‐scale reservoir monitoring JY Li, A Kokkinaki, H Ghorbanidehno, EF Darve, PK Kitanidis Water Resources Research 51 (12), 9942-9963, 2015 | 34 | 2015 |
| An evaluation of Sherwood–Gilland models for NAPL dissolution and their relationship to soil properties A Kokkinaki, DM O'Carroll, CJ Werth, BE Sleep Journal of contaminant hydrology 155, 87-98, 2013 | 32 | 2013 |
| 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 | 31 | 2020 |
| Integrating deep learning-based data assimilation and hydrogeophysical data for improved monitoring of DNAPL source zones during remediation X Kang, A Kokkinaki, C Power, PK Kitanidis, X Shi, L Duan, T Liu, J Wu Journal of Hydrology 601, 126655, 2021 | 25 | 2021 |
| Comparison of upscaled models for multistage mass discharge from DNAPL source zones A Kokkinaki, CJ Werth, BE Sleep Water Resources Research 50 (4), 3187-3205, 2014 | 21 | 2014 |
| Fast large-scale joint inversion for deep aquifer characterization using pressure and heat tracer measurements J Lee, A Kokkinaki, PK Kitanidis Transport in Porous Media 123 (3), 533-543, 2018 | 16 | 2018 |
| Smoothing‐based compressed state Kalman filter for joint state‐parameter estimation: Applications in reservoir characterization and CO2 storage monitoring YJ Li, A Kokkinaki, EF Darve, PK Kitanidis Water Resources Research 53 (8), 7190-7207, 2017 | 15 | 2017 |
| Integration of deep learning‐based inversion and upscaled mass‐transfer model for DNAPL mass‐discharge estimation and uncertainty assessment X Kang, A Kokkinaki, X Shi, H Yoon, J Lee, PK Kitanidis, J Wu Water Resources Research 58 (10), e2022WR033277, 2022 | 12 | 2022 |
| Optimal estimation and scheduling in aquifer management using the rapid feedback control method H Ghorbanidehno, A Kokkinaki, PK Kitanidis, E Darve Advances in Water Resources 110, 310-318, 2017 | 12 | 2017 |
| Characterization of DNAPL source zones in clay-sand media via joint inversion of DC resistivity, induced polarization and borehole data X Kang, C Power, A Kokkinaki, A Revil, J Wu, X Shi, Y Deng Journal of Contaminant Hydrology 258, 104240, 2023 | 9 | 2023 |
| Fast large-scale inversion for deep aquifer characterization J Lee, A Kokkinaki, Y Li, PK Kitandis TOUGH2 symposium, 536-540, 2015 | 3 | 2015 |
| Modeling upscaled mass discharge from complex DNAPL source zones using a Bayesian neural network: Prediction accuracy, uncertainty quantification and source zone feature importance X Kang, A Kokkinaki, X Shi, J Lee, Z Guo, L Ni, J Wu Water Resources Research 60 (7), e2023WR036864, 2024 | 2 | 2024 |
| Modelling of dissolution and bioremediation of chlorinated ethene DNAPL source zones A Kokkinaki | 2 | 2013 |
| Comparison of geostatistical and deep-learning inversion methods for DNAPL source zone architecture characterization X Shi, A Kokkinaki, X Kang, S Hao, X Gong, Y Zhang, J Wu Hydrogeology Journal 31 (6), 1679-1693, 2023 | 1 | 2023 |
| An ice-air-water-NAPL multiphase model for simulating NAPL migration in subsurface system under freeze-thaw condition X Fu, A Kokkinaki, X Shi, J Yu, X Gong, Y Zhang, J Wu Journal of Contaminant Hydrology 257, 104214, 2023 | 1 | 2023 |
| Efficient data assimilation algorithms for bathymetry applications H Ghorbanidehno, A Kokkinaki, JH Lee, M Farthing, T Hesser, ... AGU Fall Meeting Abstracts 2016, OS23A-2001, 2016 | 1 | 2016 |
