Hojat Ghorbanidehno

Recent developments in fast and scalable inverse modeling and data assimilation methods in hydrology

Hojat Ghorbanidehno, Amalia Kokkinaki, Jonghyun Lee et al. · Journal of Hydrology · 2020 · 74 citations

Hydrological Science, Data Assimilation, Engineering +9

Deep learning technique for fast inference of large-scale riverine bathymetry

Hojat Ghorbanidehno, Jonghyun Lee, Matthew W. Farthing et al. · Advances in Water Resources · 2020 · 34 citations

Convolutional Neural Network, Engineering, Machine Learning +7

Real-time data assimilation for large-scale systems: The spectral Kalman filter

Hojat Ghorbanidehno, Amalia Kokkinaki, Judith Yue Li et al. · Advances in Water Resources · 2015 · 32 citations · Full text

State Estimation, Nonlinear System Identification, Statistical Signal Processing +11

The compressed state <scp>K</scp>alman filter for nonlinear state estimation: Application to large‐scale reservoir monitoring

Judith Yue Li, Amalia Kokkinaki, Hojat Ghorbanidehno et al. · Water Resources Research · 2015 · 32 citations · Full text

Nonlinear Filtering, Engineering, Kalman Filter +21

Riverine Bathymetry Imaging With Indirect Observations

Jonghyun Lee, Hojat Ghorbanidehno, Matthew W. Farthing et al. · Water Resources Research · 2018 · 25 citations · Full text

Prior Covariance Matrix, Engineering, Hydrogeophysics +22