Fi‐John Chang - Publications, H-index & Citations

Fi‐John Chang

national taiwan university

60H指数

275论文数

1.1W被引数

收录论文 140

发表时间

Physics-guided residual deep learning with multi-source feature fusion for robust groundwater level forecasting 物理引导的残差深度学习结合多源特征融合的鲁棒地下水位预测

Expert Systems with Applications

IF7.5

2026-08-10

PREAI

Fi-John Chang; Li-Chiu Chang; Jun-Jie Lin; Wei Sun; Yun-Ting Wang

Enhancing Renewable Energy Penetration: Multi-Objective Optimization of Pumped-Storage Power Station Operations 提升可再生能源渗透率：抽水蓄能电站运行的多目标优化

Renewable Energy

IF9.1

2026-04-24

PREAI

Ming Cheng; Yanlai Zhou; Peisheng Liu; Chun Tang; Hua Chen; Fi-John Chang

Uncertainty of Temporal and Spatial δ2H Interpolation on Young Water Fraction Estimates Using the StorAge Selection Function in Subtropical Mountain Catchments 亚热带山地流域中利用储龄选择函数估计年轻水分数时，时间和空间δ2H插值的不确定性

Water

IF3

2026-04-18

OAAI

Jui-Ping Chen; Yi-Chin Chen; Jun-Yi Lee; Li-Chi Chiang; Fi-John Chang; Jr-Chuan Huang

An automated foldable organic photovoltaic system for greenhouses supporting crop productivity and achieving energy self-sufficiency 一种用于温室的自动化折叠式有机光伏系统，支持作物生产力并实现能源自给自足

Cell Reports Physical Science

IF7.3

2026-03-12

OAAI

Min-Jui Chiang; Shu-Kai Yang; Bo-Jein Kuo; Wei Sun; Shih-Lun Fang; Chia-Ying Chuang; Chia-Hsun Ho; Fi-John Chang; Ming-Hwi Yao

Enhancing hydro energy synergy: Optimizing short-term pumped-storage power operations under high renewable energy penetration 增强水能协同效应：在高可再生能源渗透率下优化短期抽水蓄能电力运行

Energy

IF9.4

2026-02-05

PREAI

Peisheng Liu; Yanlai Zhou; Ming Chen; Chun Tang; Hua Chen; Fi-John Chang

Integrating Deep Learning and Groundwater Dynamics for Drought Vulnerability Assessment under Climate Scenarios

Groundwater for Sustainable Development

IF5.6

2026-02-05

PREAI

Wei Sun; Li-Chiu Chang; Jun Jie Lin; Fi-John Chang

Integrating system dynamics and machine learning to establish the Water-Energy-Food-Climate-Land (WEFCL) nexus of aquavoltaics 整合系统动力学和机器学习以建立水产光伏的水-能-食-气候-土地（WEFCL）联系

Journal of Cleaner Production

IF10

2026-01-09

PREAI

Fi-John Chang; Chu-Han Chen; Meng-Hsin Lee; Yu-Han Chou; Wei Sun

A Spatiotemporal Pathformer-Based Deep Learning Framework for Watershed Flood Forecasting

WATER RESOURCES RESEARCH

IF5

2025-12-19

OAAI

Xia, Tianyu; Zhou, Yanlai; Xu, Chong-yu; Liu, Pan; Luo, Yuxuan; Chang, Fi-john

Optimizing multi-objective reservoir operations for carbon reduction, power generation, and ecological protection of mega cascade reservoirs 优化巨型梯级水库的多目标运行，以减少碳排放、发电和生态保护

Journal of Cleaner Production

IF10

2025-11-24

PREAI

Zhihao Ning; Ying Zhou; Yanlai Zhou; Lihua Xiong; Chong-Yu Xu; Fi-John Chang

Elevating predictive reliability: time-varying parameter bayesian deep learning techniques for flood probability forecasting 提升预测可靠性：时变参数贝叶斯深度学习技术在洪水概率预报中的应用

Journal of Hydrology

IF6.3

2025-11-10

PREAI

Hanbing Xu; Yanlai Zhou; Tianyu Xia; Hua Chen; Fi-John Chang; Chong-Yu Xu

Boosting Efficiency: Optimizing Pumped-Storage Power Station Operation by a Mixed Integer Linear Programming Approach 提升效率：采用混合整数线性规划方法优化抽水蓄能电站运行

Energies 2025, Vol. 18, Page 4977

IF3.2

2025-09-30

OAAI

Kangkang Huang; Yanlai Zhou; Yadong Mei; Fi-John Chang; Chong-Yu Xu

A CNN-transformer framework for air quality forecasting to support aeolian dust management in river basins 一种用于支持流域风沙管理的空气质量预测的CNN-Transformer框架

Advanced Engineering Informatics

IF9.9

2025-08-12

PREAI

Pu-Yun Kow; Chia-Yu Hsu; Wei Sun; Yun-Ting Wang; Li-Chiu Chang; Fi-John Chang

Unlocking hydropower potential: a collaborative framework for optimizing cascade reservoir drawdown 开发水电潜力：一个优化梯级水库消落的协作框架

Sustainable Energy Technologies and Assessments

IF7

2025-07-29

PREAI

Di Zhu; Dawei Wang; Yanlai Zhou; Hua Chen; Fanqi Lin; Chong-Yu Xu; Fi-John Chang

Intelligent Urban Flood Management Using Real-Time Forecasting, Multi-Objective Optimization, and Adaptive Pump Operation 基于实时预报、多目标优化和自适应泵操作的城市智能洪水管理

smart cities

IF0

2025-07-27

OAAI

Li-Chiu Chang; Ming-Ting Yang; Jia-Yi Liou; Pu-Yun Kow; Fi-John Chang

Advanced groundwater level forecasting with hybrid deep learning model: Tackling water challenges in Taiwan's largest alluvial fan

JOURNAL OF HYDROLOGY

IF6.3

2025-07-01

PREAI

Chang, Yu-Wen; Sun, Wei; Kow, Pu-Yun; Lee, Meng-Hsin; Chang, Li-Chiu; Chang, Fi-John

AI-driven weather downscaling for smart agriculture using autoencoders and transformers 基于自动编码器和变换器的智能农业AI驱动天气降尺度

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2025-05-01

PREAI

Kow, Pu-Yun; Wang, Yun-Ting; Chang, Yu-Wen; Lee, Meng-Hsin; Yao, Ming-Hwi; Chang, Li-Chiu; Chang, Fi-John

Reducing Carbon Emissions: A Multi-Objective Approach to the Hydropower Operation of Mega Reservoirs 减少碳排放: 大型水库水电运行的多目标方法

SUSTAINABILITY

IF3.3

2025-03-20

OAAI

Luo, Qi; Luo, Yuxuan; Zhou, Yanlai; Zhu, Di; Chang, Fi-John; Xu, Chong-Yu

Sustainable energy integration: Enhancing the complementary operation of pumped-storage power and hydropower systems 可持续能源整合: 加强抽水蓄能和水电系统的互补运行

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2025-03-01

PREAI

Zhou, Yanlai; Ning, Zhihao; Huang, Kangkang; Guo, Shenglian; Xu, Chong-Yu; Chang, Fi-John

Enhancing multi-step-ahead algal bloom forecasts in river ecosystems by a hybrid recursive deep learning model 通过混合递归深度学习模型提升河流生态系统中多步提前期藻类水华预报

HYDROLOGY RESEARCH

IF2.4

2025-02-26

OAAI

Xu, Hanbing; Wang, Xue; Zhou, Yanlai; Xia, Tianyu; Chang, Fi-John; Xu, Chong-Yu

An Artificial Intelligence-Powered Environmental Control System for Resilient and Efficient Greenhouse Farming

SUSTAINABILITY

IF3.3

2024-12-13

OAAI

Lee, Meng-Hsin; Yao, Ming-Hwi; Kow, Pu-Yun; Kuo, Bo-Jein; Chang, Fi-John

研究方向