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STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting

30 November 2019

Rafaela C. Nascimento

Papers citing "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting"

21 / 21 papers shown

Title
Towards a Spatiotemporal Fusion Approach to Precipitation Nowcasting Felipe Curcio Pedro Castro Augusto Fonseca Rafaela Castro Raquel Franco Eduardo S. Ogasawara Victor Stepanenko Fábio Porto Mariza Ferro Eduardo Bezerra 31 0 0 25 May 2025
Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting Yingtao Luo Shikai Fang Binqing Wu Qingsong Wen Liang Sun BDL AI4CE 53 0 0 20 May 2025
Deep Learning Meets Teleconnections: Improving S2S Predictions for European Winter Weather P. Bommer M. Kretschmer Fiona R. Spuler Kirill Bykov Marina M.-C. Höhne AI4Cl 55 1 0 10 Apr 2025
STEMO: Early Spatio-temporal Forecasting with Multi-Objective Reinforcement Learning Wei Shao Yufan Kang Ziyan Peng Xiao Xiao Lei Wang Yuhui Yang Flora D Salim 81 1 0 06 Jun 2024
Enhanced Precision in Rainfall Forecasting for Mumbai: Utilizing Physics Informed ConvLSTM2D Models for Finer Spatial and Temporal Resolution Ajay Devda Akshay Sunil R. Murthy B. Deepthi 32 1 0 01 Apr 2024
ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution Zhen-Qiang Zhou Qihe Huang Binwu Wang Jianpeng Hou Kuo Yang Yuxuan Liang Yang Wang AI4TS 69 3 0 04 Mar 2024
Learning an Inventory Control Policy with General Inventory Arrival Dynamics Sohrab Andaz Carson Eisenach Dhruv Madeka Kari Torkkola Randy Jia Dean Phillips Foster Sham Kakade 59 2 0 26 Oct 2023
TempEE: Temporal-Spatial Parallel Transformer for Radar Echo Extrapolation Beyond Auto-Regression Shengchao Chen Ting Shu Huani Zhao Guo Zhong Xunlai Chen 120 19 0 27 Apr 2023
W-MAE: Pre-trained weather model with masked autoencoder for multi-variable weather forecasting Xin Man Chenghong Zhang Jin Feng Changyu Li Jie Shao AI4Cl 117 26 0 18 Apr 2023
How to Use Dropout Correctly on Residual Networks with Batch Normalization Bum Jun Kim Hyeyeon Choi Hyeonah Jang Donggeon Lee Sang Woo Kim 118 8 0 13 Feb 2023
A case study of spatiotemporal forecasting techniques for weather forecasting Shakir Showkat Sofi Ivan Oseledets 62 4 0 29 Sep 2022
A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting Alabi Bojesomo Hasan Al-Marzouqi P. Liatsis 77 10 0 02 Aug 2022
MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning Zhifeng Ma Hao Zhang Jie Liu HAI AI4CE 104 12 0 07 Jun 2022
Neural Multi-Quantile Forecasting for Optimal Inventory Management Federico Garza Ramírez 27 1 0 10 Dec 2021
DMIDAS: Deep Mixed Data Sampling Regression for Long Multi-Horizon Time Series Forecasting Cristian Challu Kin G. Olivares Gus Welter A. Dubrawski AI4TS 62 1 0 07 Jun 2021
Taylor saves for later: disentanglement for video prediction using Taylor representation Ting Pan Zhuqing Jiang Jianan Han S. Wen Aidong Men Haiying Wang 58 5 0 24 May 2021
Modeling the geospatial evolution of COVID-19 using spatio-temporal convolutional sequence-to-sequence neural networks Mário Cardoso A. Cavalheiro Alexandre Borges A. F. Duarte Amilcar Soares M. Pereira N. Nunes L. Azevedo Arlindo L. Oliveira 92 8 0 06 May 2021
Neural basis expansion analysis with exogenous variables: Forecasting electricity prices with NBEATSx Kin G. Olivares Cristian Challu Grzegorz Marcjasz R. Weron A. Dubrawski AI4TS 97 151 0 12 Apr 2021
Numerical Weather Forecasting using Convolutional-LSTM with Attention and Context Matcher Mechanisms Selim Furkan Tekin Arda Fazla Suleyman S. Kozat AI4TS 75 10 0 01 Feb 2021
MQTransformer: Multi-Horizon Forecasts with Context Dependent and Feedback-Aware Attention Carson Eisenach Yagna Patel Dhruv Madeka AI4TS 107 37 0 30 Sep 2020
DJEnsemble: On the Selection of a Disjoint Ensemble of Deep Learning Black-Box Spatio-Temporal Models Y. M. Souto R. S. Pereira Rocío Zorrilla A. Silva Brian Tsan Florin Rusu Eduardo S. Ogasawara A. Ziviani Fábio Porto 67 1 0 22 May 2020