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專任教師

  • 職稱
    助理教授
  • 姓名
    王志煌
  • 電子郵件
    jhwang@niu.edu.tw
  • 聯絡電話
    03-9357400#7547
  • 授課領域
    工程概論; 工程圖學; 施工圖; 流體力學; 計算機程式
  • 研究專長
    人工智慧技術與應用; 大數據分析; 災害預警與減災; 水資訊學; 營建管理; 精實營建
學校 主修 學位 國別
國立台灣大學 土木工程學系 博士 臺灣
國立成功大學 水利及海洋工程學系 學士 臺灣
學年期 課程名稱
1122 施工圖
1122 流體力學
1121 工程圖學
1121 工程概論
1121 計算機程式
年度 篇名 期刊等級 期刊名稱 第一作者 共同作者 卷期 起始頁 結束頁 總頁數 語言 相關網址
2023 Application of hybrid machine learning model for flood hazard zoning assessments SCI Stochastic Environmental Research and Risk Assessment Jhih-Huang Wang Gwo-Fong Lin, Yun-Ru Huang, I-Hang Huang, Chieh-Lin Chen 37 395 412 18
2019 Real-time water-level forecasting using dilated causal convolutional neural networks SCI Water Resources Management Jhih-Huang Wang Gwo-Fong Lin, Ming-Jui Chang, I-Hang Huang, Yu-Ren Chen 33(11) 3759 3780 22
2018 Effective real-time forecasting of inundation maps for early warning systems during typhoons EI MATEC Web of Conferences Jhih-Huang Wang Gwo-Fong Lin, Bing-Chen Jhong 147 0 0 0
2017 An integrated two-stage support vector machine approach to improve the long lead-time inundation forecasting during typhoons SCI Journal of Hydrology Bing-Chen Jhong Jhih-Huang Wang, Gwo-Fong Lin 547 236 252 17
2016 Effective real-time forecasting of inundation maps during typhoons EI Journal of Taiwan Agricultural Engineering Jhih-Huang Wang Bing-Chen Jhong, Gwo-Fong Lin 62(4) 69 86 18
2016 Improving the long lead-time inundation forecasts using effective typhoon characteristics SCI Water Resources Management Bing-Chen Jhong Jhih-Huang Wang, Gwo-Fong Lin 30(12) 4247 4271 25
年度 名稱 研討會名稱 第一作者 共同作者 論文類型 語言 相關網址
2018 A novel machine learning approach for flood susceptibility assessment The Asia Oceania Geosciences Society 15th Annual Meeting (AOGS 2018) J.H. Wang G.F. Lin, C.L. Chen 專題演講
2018 Deep learning techniques for hourly water level forecasting during typhoons The Asia Oceania Geosciences Society 15th Annual Meeting (AOGS 2018) Y.R. Chen G.F. Lin, J.H. Wang 專題演講
2018 Hourly rainfall forecasting using ensemble precipitation forecasts through support vector machine and random forest The Asia Oceania Geosciences Society 15th Annual Meeting (AOGS 2018) I.H. Huang G.F. Lin, M.J. Chang, J.H. Wang, M.C. Wu 專題演講
2018 Long-term reservoir inflow forecasting using ensemble precipitation forecasts and a rainfall-runoff model The 2018 APEC Typhoon Symposium S.A. Kuo G.F. Lin, J.H. Wang, M.C. Wu 專題演講
2018 Rainfall induced-landslide susceptibility analysis using GIS and machine learning The Asia Oceania Geosciences Society 15th Annual Meeting (AOGS 2018) Y.R. Huang G.F. Lin, J.H. Wang, J.Y. Ho 專題演講
2017 Effective real-time forecasting of inundation maps for early warning systems during typhoons The Third International Conference on Sustainable Infrastructure and Built Environment (SIBE-2017) J.H. Wang G.F. Lin, B.C. Jhong 專題演講
2017 Flood hazard risk analysis using GIS and a novel machine learning algorithm 2017 Joint Assembly of Taichung Forum on Smart City & Risk Governance and the Annual Meeting of the Taiwan Chapter of Society for Risk Analysis C.L. Chen G.F. Lin, J.H. Wang 專題演講
2017 Spatial prediction of flood hazard risk using a novel machine learning approach The 2017 APEC Typhoon Symposium C.L. Chen G.F. Lin, J.H. Wang, B.C. Jhong 專題演講
2016 A novel approach using ensemble forecasts for improving rainfall forecasting during typhoons The Asia Oceania Geosciences Society 13th Annual Meeting (AOGS 2016) J.H. Wang B.C. Jhong, G.F. Lin 專題演講
2016 Assessing the impact of climate change on rainfall patterns in Taiwan Proceedings of the 2016 Symposium of the Agricultural Technology Projects, Council of Agriculture G.F. Lin J.H. Wang, M.J. Chang 一般論文
2016 Effective typhoon characteristics and their effects on hourly inundation forecasting during typhoons The 4th International Symposium on Water Environment Systems with Perspective of Global Safety B.C. Jhong J.H. Wang, G.F. Lin 專題演講
2016 Flood susceptibility assessment using a data-driven approach The 13th Annual Meeting of the Asia Oceania Geosciences Society (AOGS 2016) C.L. Chen J.H. Wang, B.C. Jhong, G.F. Lin 專題演講
2016 Long lead-time forecasting of inundation maps during typhoons The 2016 International Workshop on Typhoon and Flood J.H. Wang G.F. Lin, B.C. Jhong 專題演講
2015 Assessing the impact of climate change on rainfall in Taiwan Proceedings of the 2015 Symposium of the Agricultural Environment Technology Projects, Council of Agriculture G.F. Lin J.H. Wang, M.J. Chang 一般論文
2015 Effective forecasting for real-time inundation during typhoon periods Proceedings of the 2015 Annual Conference of the Taiwan Agricultural Engineers Society J.H. Wang G.F. Lin, B.C. Jhong 專題演講
2015 Effective real-time inundation depth forecasting during typhoon periods The 2015 International Workshop on Typhoon and Flood – APEC Experience Sharing on Hazardous Weather Events and Risk Management J.H. Wang G.F. Lin, B.C. Jhong 專題演講
2014 Inundation simulation on the application of a physically based two-dimensional model due to typhoon heavy rainfall The Asia Oceania Geosciences Society 11th Annual Meeting (AOGS 2014) J.H. Wang G.F. Lin, B.C. Jhong 專題演講
2014 Simulation of inundation caused by typhoon heavy rainfall using a physically based two-dimensional model European Geosciences Union General Assembly 2014 J.H. Wang G.F. Lin, B.C. Jhong 專題演講
2013 Inundation disaster due to heavy rainfall occurred during typhoon using FLO-2D The 2013 APEC Typhoon Symposium J.H. Wang Y.C. Huang, G.F. Lin, B.C. Jhong 專題演講