前瞻永續負碳資源創意研究中心

前瞻永續負碳資源創意研究中心

聯絡我們

數值建模計算與大數據分析

施因澤 副校長兼理學院院長/人工智慧碩士學程教授

  • 應用徑向基底函數配點法(Radial Basis Function Collocation Method), 傅立葉sine級數(Fourier Sine series) 以及延續法解旋轉玻次愛因斯坦凝聚(Rotating Bose-Einstein condensation)問題。
  • 醫療數據AI:與台中慈濟醫院、彰化基督教醫院合作,預測藥物副作用。
  • 影像處理:對影像數值模型進行深入細緻的研究。建立偏微分方程式來作為影像處理的模式以便作為壓縮以及同步去雜訊的工具。Streamline法可以快速將雜訊流向低能量區域,與Streamline擴散有限元素方法相比,可以提高局部區塊的精度並壓縮影像所需的計算節點。

碳盤查大數據分析與優化

蔡鴻旭 科教中心主任兼應用數學系/資科所教授

本研究團隊成功建置農業大數據共享服務平台並研發人工智慧與大數據分析模型及其應用

  • 發展多任務學習模型應用預測購買交易預測電信公司客戶流失及預測客戶回購
  • 發展深度學習分類模型設計偵測胃癌病理影像及用聲音偵測COVID-19患者
  • 發展生成式AI模型應用於產生人臉表情、影像轉換影像
  • 發展領域適應AI分類模型應用於少量標註影像分類
  • 發展基於卷積神經網路之影像分類及分割技術應用於偵測護坡與護岸水土保持設施混擬土表面影像裂隙

合規GDPR之可撤銷分散式儲存平台

國立中央大學 資訊管理系葉羅堯副教授

去中心化概念近年來蓬勃發展,其中區塊鏈技術較為人所熟知,但「區塊鏈並非適合儲存大量資料」,因此在實務應用上,如何讓「去中心化檔案儲存技術」與「區塊鏈」更完美的整合將是重要的議題。為了「避免單點失效問題」、「傳輸效率提升」與「公信力較高(多個複本防篡改)」的優點,分散式儲存平台是有存在的價格的,但此系統也有相對應的議題存在:不易刪除檔案、不易監控伺服器行為。 本團隊成功整合區塊鏈與分散式儲存協定IPFS設計出合規GDPR的可刪除式分散式儲存平台,且已成功發表於知名期刊 (IEEE system journal, IF = 3.931, Rank: 63/273, 2020 Q1),並且以此技術取得中華民國專利與美國專利,未來將可應用於碳權區塊鏈上提供更具彈性的管理機制。

Vice President
Dean, College of Science, NCHU

副校長兼理學院院長

施因澤

Prof. Yin-Tzer Shih

| Profile

Research Interests

•Imaging Process, Data Analysis, Scientific Computing and Modeling

Experience

  • Vice President, NCHU (2023/08 to present)
  • Dean, College of Science, NCHU (2018/02 to present)
  • Director, Big Data Center, NCHU (2020/02 to present)
  • Director, AI & Data Science Program, NCHU (2019/08 to present)
  • TWSIAM 1st -3rd Supervisor, 4th Executive Board Member of Council (2020/08-2022/07)

Specific Objectives

  • BEC: model the rotating Bose-Eistein Condensation (BEC) problem to observe rotating vortices.

  •  AI for medical data: Cooperate with Taichung Tzu Chi Hospital t and Changhua Christian Hospital for predicting the drug side effect.

  • Image processing: In-depth and detailed works on numerical model for images.

Highlight paper 

    • Predicting Adverse Drug Effects: A Heterogeneous GCN with a MLP Approach. PLoS One. (Dec. 2022)

    • The role of extracranial carotid duplex in predicting functional outcome in 1st time lacunae strokes. Neurological Research (Nov. 2022)

    • A numerical scheme for the ground state of rotating spin-1 BEC. Scientific Reports (Nov. 2021)

Honors and Awards

•Edison Awards, Silver Medal Award, 2017 (USA)

•R&D100 Awards, 2016 (USA)

•The ITRI Elite Award, Gold Medal Award, 2015 (TW)

Research impact

•Design and development of an ultrafast rechargeable aluminum-ion battery

•Design and set up the first aluminum-ion battery pilot plant 

•Unveil mechanisms of aluminum anode reactions and the role of the artificial solid electrolyte interphase

Specific Objectives

Highlight paper 

An ultrafast rechargeable aluminium-ion battery
(Nature 520, 324–328 (2015))

Rechargeable Na/Cl2 and Li/Cl2 batteries 
(Nature 596, 525–530 (2021))

Associate Professor &Director
for Computer Center of School of Management

副教授兼管院計算中心主任

葉羅堯

Prof. Lo-Yao Yeh

| Profile

Honors and Awards

•2012 Yu-Ziang Hsu Scientific Paper Award scholarship (徐有庠科技論文獎)

•2011 TIEEE Ph.D Best Dissertation -Honorable Mention Award

Research Topic

•Blockchain Technology, Applied Cryptography, VANET, Cloud computing

Certificates

•CCNA、LPIC LEVEL 1、SCJP

•Ethical Hacking and Countermeasures (CEHv7)

•Advanced Cloud Security Auditing For CSA STAR Certification

•Computer Hacking Forensic Investigator (CHFIv8)

Specific Objectives

Highlight paper 

• 2012 Yu-Ziang Hsu Scientific Paper Award scholarship

Honors and Awards

•Distinguished Professor (III), National Chung Hsing University, (2022/8)

•Excellence in Teaching Award (II), National Chung Hsing University, (2020/8)

Research impact

•Using metal catalysis to synthesize important and interesting organic molecules.

•Development of organic methodology: With particular interest in aqueous reaction systems for application in site-selective chemical modification of biomolecules.

•Chemical Biology: Use the concept of organic chemistry to design the functional probes and the synthesis of complex carbohydrate antigens

Specific Objectives

Highlight paper 

Honors and Awards

•Outstanding Research Award of the Ministry of Science and Technology (2020)

•Yongguang Green Chemistry Research Paper Award (2020)

•The 17th National Innovation Award (2020)

•”Outstanding Polymer Application Award” by the Polymer Society of the Republic of China (2016)

Research impact

•Recyclable Thermoset Composites

•green Chemistry

•Plastic Upcycling

•Non-halogen flame retardant technology

•5G communication printed circuit board substrate

Specific Objectives

Highlight paper 

ACS Appl. Polym. Mater. 2022, 4, 1, 413–424

ACS Sustainable Chem. Eng. 2023, 11, 23, 8580–8591

ACS Sustainable Chem. Eng. 2022, 10, 7, 2429–2440

Green Chem., 2019,21, 4475-4488

Honors and Awards

•Postdoc Academic Publication Award, Ministry of Science and Technology of Taiwan (2014)

•Poster award from 7th Asia-Pacific Winter Conference on Plasma Spectrochemistry (2017)

Research impact

•Development of 3D/4D-printed analytical devices for chemical and biochemical analysis

•Development of efficient sample pretreatment schemes and online automatic analytical systems for ultrarace analysis

Specific Objectives

Highlight paper 

First example of elemental tagging scheme for ICPMS-based BioD of GO
(Cover story in Anal. Chem. 2020)

First example of 4D-printed solid phase extraction device
(Front cover in Anal. Chem. 2021)

Honors and Awards

•Distinguished Engineering Professor Award, Chinese Institute of Engineers (2023)

•Outstanding Research Award, Ministry of Science and Technology of Taiwan (2019)

•Gold Medal Award, Taiwan Innovation Technology Expo Invention Competition – “Carbon dioxide capture
and utilization device and treatment method”

Research impact

•Innovative Design of Electro-Fenton Technology Reactor for treatment of high COD wastewater

•Carbon dioxide capture and crystallization granulation technology for carbon neutralization

•Homogeneous crystallization technology for resource recovery from wastewater

Specific Objectives

Highlight paper 

First example for carbon neutralization by carbon dioxide capture and homogeneous crystallization.
(Chemical Engineering Journal, 2020)

Proposed the mechanism of fluidized-bed Fenton technology. (Journal of Hazardous Material, 2015)

Honors and Awards

•Outstanding Research Award, Academia Sinica (2000)

•Wu Da-Yuo Award, Ministry of Science and Technology of Taiwan (2004)

•Outstanding Research Award, Ministry of Science and Technology of Taiwan (2014)

•Excellence in Technology Transfer Award, Ministry of Science and Technology of Taiwan (2016/2020)

Research impact

•Undertake research utilizing novel electro-plasmon metal-surface elextrodes

•Design and development 3d-multilayered plasmonic thin-films

•Create a high-rate LIB anode materials

Specific Objectives

Highlight paper 

First example of Bivanadium-MOF enabled lithium ion storage.
(VIP paper in Angew. Chem. 1997)

First example of hybrid bilayer enabled a portable LED plasmonic biosensing (Cover picture in Chem. Comm. 2022)