| 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 | 39 | 2020 |
| 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 | 36 | 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 | 32 | 2015 |
| 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 | 22 | 2021 |
| Riverine bathymetry imaging with indirect observations J Lee, H Ghorbanidehno, MW Farthing, TJ Hesser, EF Darve, PK Kitanidis Water Resources Research 54 (5), 3704-3727, 2018 | 21 | 2018 |
| Novel data assimilation algorithm for nearshore bathymetry H Ghorbanidehno, J Lee, M Farthing, T Hesser, PK Kitanidis, EF Darve Journal of Atmospheric and Oceanic Technology 36 (4), 699-715, 2019 | 12 | 2019 |
| 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 |
| Deep learning techniques for nearshore and riverine bathymetry estimation using water-surface observations H Ghorbanidehno, Y Qian, JH Lee, M Farthing, T Hesser, PK Kitanidis, ... Ocean Sciences Meeting, 2020 | 1 | 2020 |
| Fast Data Assimilation and Optimal Control Methods and Applications H Ghorbanidehno Stanford University, 2018 | 1 | 2018 |
| 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 |
| Optimal management of large scale aquifers under uncertainty H Ghorbanidehno, A Kokkinaki, PK Kitanidis, EF Darve AGU Fall Meeting Abstracts 2016, IN11C-1638, 2016 | 1 | 2016 |
| Fast parameter and state estimation with the Spectral Kalman Filter: an application for CO2 injection in heterogeneous domains H Ghorbanidehno, A Kokkinaki, EF Darve, PK Kitanidis AGU Fall Meeting Abstracts 2014, H33C-0810, 2014 | 1 | 2014 |
| Surfzone Topography-informed Deep Learning Techniques to Nearshore Bathymetry with Sparse Measurements. Y Qian, H Ghorbanidehno, MW Farthing, T Hesser, PK Kitanidis, EF Darve AAAI Spring Symposium: MLPS, 2020 | | 2020 |
| deep learning techniques for riverine bathymetry and flow velocity estimation H Ghorbanidehno, JH Lee, M Farthing, T Hesser, PK Kitanidis, EF Darve, ... AGU Fall Meeting 2019, 2019 | | 2019 |
| Rapid wave model-based nearshore bathymetry inversion with UAS measurements JH Lee, M Farthing, T Hesser, KL Brodie, H Ghorbanidehno, MP Geheran, ... AGU Fall Meeting 2019, 2019 | | 2019 |
| deep learning techniques for riverine bathymetry and flow velocity estimation M Forghani, H Ghorbanidehno, JH Lee, M Farthing, T Hesser, ... AGU Fall Meeting Abstracts 2019, EP53C-07, 2019 | | 2019 |
| Applications of Deep Neural Network to Near-shore Bathymetry with Sparse Measurements Y Qian, H Ghorbanidehno, JH Lee, M Farthing, T Hesser, PK Kitanidis, ... AGU Fall Meeting Abstracts 2019, EP43C-04, 2019 | | 2019 |
| Nearshore Bathymetry Estimation using Batch Inversion from UAS Based Observations T Hesser, JH Lee, H Ghorbanidehno, MP Geheran, KL Brodie, BL Bruder, ... AGU Fall Meeting Abstracts 2018, EP52D-34, 2018 | | 2018 |
| Bathymetry estimation using deep learning techniques H Ghorbanidehno, JH Lee, M Farthing, T Hesser, PK Kitanidis, EF Darve AGU Fall Meeting Abstracts 2018, IN21D-0746, 2018 | | 2018 |
| Riverine bathymetry imaging with indirect observations. LJH Lee JongHyun, H Ghorbanidehno, MW Farthing, TJ Hesser, ... | | 2018 |
