Spatio-Temporal Graph Convolutional Networks for Road Network Inundation
Status Prediction during Urban Flooding

Spatio-Temporal Graph Convolutional Networks for Road Network Inundation Status Prediction during Urban Flooding

6 April 2021

Papers citing "Spatio-Temporal Graph Convolutional Networks for Road Network Inundation Status Prediction during Urban Flooding"

8 / 8 papers shown

Title
Graph neural network-based surrogate modelling for real-time hydraulic prediction of urban drainage networks Zhiyu Zhang Chenkaixiang Lu Wenchong Tian Z. Liao Zhiguo Yuan AI4CE 35 5 0 16 Apr 2024
Machine Learning-based Approach for Ex-post Assessment of Community Risk and Resilience Based on Coupled Human-infrastructure Systems Performance Xiangpeng Li Ali Mostafavi 11 1 0 24 Mar 2024
MaxFloodCast: Ensemble Machine Learning Model for Predicting Peak Inundation Depth And Decoding Influencing Features Cheng-Chun Lee Lipai Huang F. Antolini Matthew Garcia A. Juanb S. Brody Alireza Mostafavi AI4CE 25 0 0 11 Aug 2023
Graph Neural Network for spatiotemporal data: methods and applications Yun Li Dazhou Yu Zhenke Liu Minxing Zhang Xi Gong Liang Zhao AI4TS AI4CE 37 10 0 30 May 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey G. Jin Keli Zhang Yuchen Fang Zezhi Shao Jincai Huang Junbo Zhang Yu Zheng AI4TS AI4CE 85 185 0 25 Mar 2023
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community Features H. Farahmand Yuanchang Xu Ali Mostafavi AI4CE 37 38 0 09 Nov 2021
Neural Embeddings of Urban Big Data Reveal Emergent Structures in Cities Chao Fan Mengke Zhang Ali Mostafavi AI4CE 29 13 0 24 Oct 2021
Predicting Road Flooding Risk with Machine Learning Approaches Using Crowdsourced Reports and Fine-grained Traffic Data Faxi Yuan W. Mobley H. Farahmand Yuanchang Xu Russell Blessing Shangjia Dong Ali Mostafavi S. Brody AI4CE 11 7 0 30 Aug 2021