Fi-John Chang
National Taiwan University
H-index: 58
Asia-Taiwan
Top articles of Fi-John Chang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Revolutionizing Groundwater Level Prediction in Taiwan: Unleashing the Power of Transformer Neural Networks | Wei Sun Jia-Yi Liou Fi-John Chang | 2024/3/7 | |
Exploring a spatiotemporal hetero graph-based long short-term memory model for multi-step-ahead flood forecasting | Journal of Hydrology | Yuxuan Luo Yanlai Zhou Hua Chen Lihua Xiong Shenglian Guo | 2024/2/27 |
Deep dive into predictive excellence: Transformer's impact on groundwater level prediction | Journal of Hydrology | Wei Sun Li-Chiu Chang Fi-John Chang | 2024/4/27 |
Watershed groundwater level multistep ahead forecasts by fusing convolutional-based autoencoder and LSTM models | Journal of Environmental Management | Pu-Yun Kow Jia-Yi Liou Wei Sun Li-Chiu Chang Fi-John Chang | 2024/2/1 |
Elevating urban sustainability: An intelligent framework for optimizing water-energy-food nexus synergies in metabolic landscapes | Applied Energy | Yanlai Zhou Fi-John Chang Li-Chiu Chang Edwin Herricks | 2024/4/15 |
Optimizing pumped-storage power station operation for boosting power grid absorbability to renewable energy | Energy Conversion and Management | Yanlai Zhou Yuxin Zhu Qi Luo Yilong Wei Yadong Mei | 2024/1/1 |
Advancing climate-resilient flood mitigation: Utilizing transformer-LSTM for water level forecasting at pumping stations | Science of The Total Environment | Pu-Yun Kow Jia-Yi Liou Ming-Ting Yang Meng-Hsin Lee Li-Chiu Chang | 2024/4/7 |
Optimizing complementary operation of mega cascade reservoirs for boosting hydropower sustainability | Sustainable Energy Technologies and Assessments | Yuxin Zhu Yanlai Zhou Chong-Yu Xu Fi-John Chang | 2024/4/1 |
Machine Learning-Enabled Smart Greenhouse Environmental Control Service Model | EGU General Assembly Conference Abstracts | I Hsia Fi-John Chang | 2023/5 |
Exploring a multi-objective optimization operation model of water projects for boosting synergies and water quality improvement in big river systems | Journal of Environmental Management | Di Zhu Yanlai Zhou Shenglian Guo Fi-John Chang Kangling Lin | 2023/11/1 |
The Critical Recommendations for Providing Energy Efficiency | Laura M Baitenova Lyailya M Mutaliyeva Fi-John Chang | 2023/4/18 | |
Empowering Greenhouse Cultivation: Dynamic Factors and Machine Learning Unite for Advanced Microclimate Prediction | Water | Wei Sun Fi-John Chang | 2023/10/11 |
Develop a hybrid machine learning model for promoting microbe biomass production | Bioresource Technology | Pu-Yun Kow Mei-Kuang Lu Meng-Hsin Lee Wei-Bin Lu Fi-John Chang | 2023/2/1 |
A flood Impact-Based forecasting system by fuzzy inference techniques | Journal of Hydrology | Gary Wee Li-Chiu Chang Fi-John Chang Mohd Zaki Mat Amin | 2023/10/1 |
Deep learning–based neural networks for day-ahead power load probability density forecasting | Environmental Science and Pollution Research | Yanlai Zhou Di Zhu Hua Chen Shenglian Guo Chong-Yu Xu | 2023/2 |
Artificial intelligence techniques in hydrology and water resources management | Fi-John Chang Li-Chiu Chang Jui-Fa Chen | 2023/5/12 | |
Hybrid ANN and physically-based models for regional PM2. 5 forecasts | EGU General Assembly Conference Abstracts | Pu-Yun Kow Jia-Yi Liou Li-Chiu Chang Fi-John Chang | 2023/5 |
High-spatiotemporal-resolution PM2. 5 forecasting by hybrid deep learning models with ensembled massive heterogeneous monitoring data | Journal of Cleaner Production | Kuan-Yen Wu I-Wen Hsia Pu-Yun Kow Li-Chiu Chang Fi-John Chang | 2023/12/25 |
Exploring a multi-objective cluster-decomposition framework for optimizing flood control operation rules of cascade reservoirs in a river basin | Journal of Hydrology | Di Zhu Hua Chen Yanlai Zhou Xinfa Xu Shenglian Guo | 2022/11/1 |
Develop a Smart Microclimate Control System for Greenhouses through System Dynamics and Machine Learning Techniques | Water | Ting-Hsuan Chen Meng-Hsin Lee I-Wen Hsia Chia-Hui Hsu Ming-Hwi Yao | 2022/12/3 |
Co-Authors
