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Institution Date Title Author
淡江大學 2025-05-29 Intelligent Urban Flood Management Using Real-Time Forecasting, Multi-Objective Optimization, and Adaptive Pump Operation Chang, Li-Chiu;Yang, Ming-Ting;Liou, Jia-Yi;Kow, Pu-Yun;Chang, Fi-John
淡江大學 2024-06 Advancing climate-resilient flood mitigation: Utilizing transformer-LSTM for water level forecasting at pumping stations Kow, Pu-Yun;Liou, Jia-Yi;Yang, Ming-Ting;Lee, Meng-Hsin;Chang, Li-Chiu;Chang, Fi-John
淡江大學 2024-04-07 Advancing climate-resilient flood mitigation: Utilizing transformer-LSTM for water level forecasting at pumping stations Kow, Pu-Yun;Liou, Jia-Yi;Yang, Ming-Ting;Lee, Meng-Hsin;Chang, Li-Chiu;Chang, Fi-John
淡江大學 2024-02 Watershed groundwater level multistep ahead forecasts by fusing convolutional-based autoencoder and LSTM models Kow, Pu-Yun;Liou, Jia-Yi;Sun, Wei;Chang, Li-Chiu;Chang, Fi-John
淡江大學 2023-12-14 Watershed groundwater level multistep ahead forecasts by fusing convolutional-based autoencoder and LSTM models Kow, Pu-Yun;Liou, Jia-Yi;Sun, Wei;Chang, Li-Chiu;Chang, Fi-John
淡江大學 2022-12-12 A study on spatiotemporal groundwater level forecasting by a hybridization of machine learning and physically-based models Kow, Pu Yun;Liou, Jia-Yi;Chang, Fi-John
臺大學術典藏 2021-07-15T05:33:04Z Fusing stacked autoencoder and long short-term memory for regional multistep-ahead flood inundation forecasts Kao, I. Feng; Liou, Jia Yi; Lee, Meng Hsin; FI-JOHN CHANG

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