Decentralized Flood Forecasting Using Deep Neural Networks

6 February 2019

Papers citing "Decentralized Flood Forecasting Using Deep Neural Networks"

13 / 13 papers shown

Title
Implementing a GRU Neural Network for Flood Prediction in Ashland City, Tennessee George K. Fordjour A. Kalyanapu 26 0 0 16 May 2024
EfficientTempNet: Temporal Super-Resolution of Radar Rainfall B. Demiray M. Sit Ibrahim Demir 26 4 0 09 Mar 2023
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community Features H. Farahmand Yuanchang Xu Ali Mostafavi AI4CE 35 38 0 09 Nov 2021
Short-term Hourly Streamflow Prediction with Graph Convolutional GRU Networks M. Sit B. Demiray Ibrahim Demir 46 49 0 07 Jul 2021
FlowDB a large scale precipitation, river, and flash flood dataset Isaac Godfried Kriti Mahajan Maggie Wang Kevin Li Pranjalya Tiwari AI4CE 20 10 0 21 Dec 2020
HydroDeep -- A Knowledge Guided Deep Neural Network for Geo-Spatiotemporal Data Analysis Aishwarya Sarkar Jien Zhang Chaoqun Lu Ali Jannesari AI4CE 6 4 0 09 Oct 2020
A Comprehensive Review of Deep Learning Applications in Hydrology and Water Resources M. Sit B. Demiray Z. Xiang Gregory Ewing Y. Sermet Ibrahim Demir AI4Cl AI4CE 11 317 0 17 Jun 2020
A Hybrid Deep Learning Model for Predictive Flood Warning and Situation Awareness using Channel Network Sensors Data Shangjia Dong Tianbo Yu H. Farahmand Ali Mostafavi 17 40 0 15 Jun 2020
D-SRGAN: DEM Super-Resolution with Generative Adversarial Networks B. Demiray M. Sit Ibrahim Demir 22 86 0 09 Apr 2020
Realistic River Image Synthesis using Deep Generative Adversarial Networks A. Gautam M. Sit Ibrahim Demir AI4CE GAN 14 49 0 14 Feb 2020
Meta-learning framework with applications to zero-shot time-series forecasting Boris N. Oreshkin Dmitri Carpov Nicolas Chapados Yoshua Bengio UQCV AI4TS AI4CE 41 106 0 07 Feb 2020
Physics Informed Data Driven model for Flood Prediction: Application of Deep Learning in prediction of urban flood development Kun Qian Abduallah A. Mohamed Christian G. Claudel AI4CE 21 25 0 23 Aug 2019
Tackling Climate Change with Machine Learning David Rolnick P. Donti L. Kaack K. Kochanski Alexandre Lacoste ... Demis Hassabis John C. Platt F. Creutzig J. Chayes Yoshua Bengio AI4Cl AI4CE 35 786 0 10 Jun 2019