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教育部委託研究計畫      計畫執行:國立臺灣大學圖書館
 
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機構 日期 題名 作者
淡江大學 2026-02-24 An Application of Deep Learning in the Zhuoshui River Basin for Multi-Station PM10 Forecast Kow, Pu Yun;Chang, Fi-John;Hsu, Chia-Yu;Sun, Wei;Wang, Yun-Ting
淡江大學 2025-11-10 A speech enhancement method using Fast Fourier Transform and Convolutional Autoencoder Kow, Pu-Yun;Kow, Pu-Zhao
淡江大學 2025-11 A CNN-transformer framework for air quality forecasting to support aeolian dust management in river basins Kow, Pu-Yun;Hsu, Chia-Yu;Sun, Wei;Wang, Yun-Ting;Chang, Li-Chiu;Chang, Fi-John
淡江大學 2025-07 Advanced groundwater level forecasting with hybrid deep learning model: Tackling water challenges in Taiwan’s largest alluvial fan Chang, Yu-Wen;Sun, Wei;Kow, Pu-Yun;Lee, Meng-Hsin;Chang, Li-Chiu;Chang, Fi-John
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 2025-05-25 AI-driven weather downscaling for smart agriculture using autoencoders and transformers Kow, Pu-Yun;Wang, Yun-Ting;Chang, Yu-Wen;Lee, Meng-Hsin;Yao, Ming-Hwi;Chang, Li-Chiu;Chang, Fi-John
淡江大學 2024-12-13 An Artificial Intelligence-Powered Environmental Control System for Resilient and Efficient Greenhouse Farming Lee, Meng-Hsin;Yao, Ming-Hwi;Kow, Pu-Yun;Kuo, Bo-Jein;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 2024-04-14 AI-Driven Hydro-Insights: Proactive Water Resource Management for Sustainable Agriculture in the Face of Climate Change Kow, Pu Yun;Chang, Yu-Wen;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 2023-12-25 High-spatiotemporal-resolution PM2.5 forecasting by hybrid deep learning models with ensembled massive heterogeneous monitoring data Wu, Kuan-Yen;Hsia, I-Wen;Kow, Pu-Yun;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 2023-10-22 A Vision of Agriculture 4.0: Constructing Smart Agriculture through Artificial Intelligent Kow, Pu-Yun;Lee, Meng-Hsin;Chang, Fi-John
淡江大學 2023-08-01T04:05:14Z Real-time image-based air quality estimation by deep learning neural networks Kow, Pu-Yun;Hsia, I-Wen;Chang, Li-Chiu;Chang, Fi-John
淡江大學 2023-05-11T04:05:13Z Seamless integration of convolutional and back-propagation neural networks for regional multi-step-ahead PM2.5 forecasting Kow, Pu-Yun;Wang, Yi-Shin;Zhou, Yanlai;Kao, I-Feng;Issermann, Maikel;Chang, Li-Chiu;Chang, Fi-John
淡江大學 2023-02 Develop a hybrid machine learning model for promoting microbe biomass production Kow, Pu-Yun;Lu, Mei-Kuang;Lee, Meng-Hsin;Lu, Wei-Bin;Chang, Fi-John
淡江大學 2022-12-30 Integrate deep learning and physically-based models for multi-step-ahead microclimate forecasting Kow, Pu-Yun;Lee, Meng-Hsin;Sun, Wei;Yao, Ming-Hwi;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
淡江大學 2022-08 Deep neural networks for spatiotemporal PM2.5 forecasts based on atmospheric chemical transport model output and monitoring data Kow, Pu-Yun;Chang, Li-Chiu;Lin, Chuan-Yao;Chou, Charles C.-K.;Chang, Fi-John
臺大學術典藏 2022-06-14T23:24:35Z Deep neural networks for spatiotemporal PM2.5 forecasts based on atmospheric chemical transport model output and monitoring data Kow, Pu Yun; Chang, Li Chiu; Lin, Chuan Yao; Chou, Charles C.K.; FI-JOHN CHANG
淡江大學 2022-04 Real-time image-based air quality estimation by deep learning neural networks Kow, Pu-Yun;Hsia, I-Wen;Chang, Li-Chiu;Chang, Fi-John
臺大學術典藏 2022-02-14T23:56:20Z Real-time image-based air quality estimation by deep learning neural networks Kow, Pu Yun; Hsia, I. Wen; Chang, Li Chiu; FI-JOHN CHANG
淡江大學 2021-03-20 Interactive urban building energy modelling with functional mockup interface of a local residential building stock Issermann, Maikel;Chang, Fi-John;Kow, Pu-Yun
臺大學術典藏 2021-01-18T09:12:25Z Interactive urban building energy modelling with functional mockup interface of a local residential building stock Issermann, Maikel; FI-JOHN CHANG; Kow, Pu Yun

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