Determination of Deep Learning Model and Optimum Length of Training Data in the River with Large Fluctuations in Flow Rates

Enhancing Physical Similarity Approach to Predict Runoff in Ungauged Watersheds in Sub-Tropical Regions

(2020) Santiago Narbondo et al.   Water

Comparative Analysis of Recurrent Neural Network Architectures for Reservoir Inflow Forecasting

(2020) Halit Apaydin et al.   Water

An integrated approach of flash flood analysis in ungauged Mediterranean watersheds using post‐flood surveys and unmanned aerial vehicles

(2020) Aristeidis Kastridis et al.   HYDROLOGICAL PROCESSES

Simulating Reservoir Operation Using a Recurrent Neural Network Algorithm

(2019) Di Zhang et al.   Water

Modeling and simulating of reservoir operation using the artificial neural network, support vector regression, deep learning algorithm

(2018) Di Zhang et al.   JOURNAL OF HYDROLOGY

Spatial interpolation methods and geostatistics for mapping groundwater contamination in a coastal area

(2017) Vetrimurugan Elumalai et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Learning to Monitor Machine Health with Convolutional Bi-Directional LSTM Networks

(2017) Rui Zhao et al.   SENSORS

Modeling pesticide diuron loading from the San Joaquin watershed into the Sacramento-San Joaquin Delta using SWAT

(2017) Huajin Chen et al.   WATER RESEARCH

Using post-flood surveys and geomorphologic mapping to evaluate hydrological and hydraulic models: The flash flood of the Girona River (Spain) in 2007

(2016) F. Segura-Beltrán et al.   JOURNAL OF HYDROLOGY

On the Simulation of Floods in a Narrow Bending Valley: The Malpasset Dam Break Case Study

(2016) Chiara Biscarini et al.   Water

Urban flood modeling with porous shallow-water equations: A case study of model errors in the presence of anisotropic porosity

(2015) Byunghyun Kim et al.   JOURNAL OF HYDROLOGY

Real-time urban flood forecasting and modelling – a state of the art

(2013) Justine Henonin et al.   JOURNAL OF HYDROINFORMATICS

Reinforced recurrent neural networks for multi-step-ahead flood forecasts

(2013) Pin-An Chen et al.   JOURNAL OF HYDROLOGY

Performance evaluation of artificial neural network approaches in forecasting reservoir inflow

(2011) M. Taghi Sattari et al.   APPLIED MATHEMATICAL MODELLING