善用AI與大數據，打造數位智匯未來邀請演講
2023-11-26
ylyang@mail.ntust.edu.tw
Group Meeting
AI group Fri. 15:30
Polymer & Biosensor group Tue. 14:30
Office, Lab
NTUST ChE E2-505, E2-804
Research
Machine Learning
(機器學習組)
- Design and application of Soft Sensors in the process industry, is collaborating with NTUST group
- Prediction of Interfacial Properties
- Predictions of hydrolysis rates and conditional molecular design of esters
- Spectral analysis
Multiscale Molecular Simulation
(多尺度分子模擬組)
- Integrating molecular simulation, machine learning, and artificial models for thermodynamic modelling
- Self-assembled polymer membranes
- Interfacial Phenomena Investigated through Molecular Simulation and Quantum Spectral Analysis
Chemical Process
(化工程序組)
- Development of Desalination Membrane Distillation Using Aspen Plus and Aspen Dynamics
Experiment
(實驗組)
- Preparation of porous polymer membranes, is collaborating with Professor Liao-Ping Cheng
- Seawater desalination by membrane distillation
- Solid polymer electrolyte for all-solid-state lithium metal batteries
- Polymer–Lipid Hybrid Membranes as a Model Platform, is collaborating with Professor Hsiu-Mei Chen
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- Optimal control of chemical processes using machine learning (機器學習進行化工程序優化控制,與台科PSE團隊合作)
- Preparation of porous PES, PVDF, and PLA membranes integrated with molecular simulations (實驗製備高分子PES、PVDF、PLA孔洞薄膜與分子模擬相整合,與淡江化材系鄭廖平教授合作)
- Experimental neutron reflectivity integrated with molecular simulations (實驗中子反射率與分子模擬相整合,與澳洲同步輻射黃子晏博士合作)
- Preparation of polymer–lipid hybrid membranes (實驗製備高分子脂質混合薄膜,與台科化工系陳秀美教授合作)
- Interfacial phenomena using molecular simulations and machine learning (分子模擬與AI探討界面現象)
- Raman spectrum analysis of interfacial phenomenon (結合實驗與分子模擬進行拉曼光譜分析探討界面現象)
Graduate and Undergraduate Student Recruiting (研究生與專題生招生)
AI Process Engineering & Polymer Membrane Lab is looking for any new PhD and undergraduate students at this time. AI化工程序與高分子薄膜研究室目前正在尋找任何新的博士生與專題生。
Research Projects Underway (正在進行的研究項目):
The Lab Rules (實驗室守則)
- I will care about your progress in our weekly group meetings so that you can successfully graduate with a master's or doctoral degree. (我會在每週的團體會議中關心你的進展，以確保你能成功完成碩士或博士學位)
- To enhance your reporting skills, we hold weekly group meetings where you are expected to give a presentation on your research topic. (為了增進你/妳的報告能力，我們每一週舉行一次小組會議，你/妳應該就你/妳的研究主題發表演講)
- It is very important that you have a very good grasp of English as a working language. You will need to read English
papers. (熟練掌握英語作為工作語言是非常重要的，你/妳將需要閱讀英文論文)
- I only try to persuade students to do what they should be doing in the lab, but it is NOT required to complete whatever you need to complete in the lab, you can complete it anywhere you feel comfortable! (我只是試圖說服學生做他們應該在實驗室裡做的事情，但並不要求你/妳在實驗室裡完成任何你/妳需要完成的事情，你/妳可以在任何你/妳覺得舒服的地方完成它)
- You can do what you like in the lab as long as you do not cause trouble for others and as long as you finish what you are supposed to be accomplishing. (你/妳可以在實驗室裡做自己喜歡做的事，只要你/妳不給別人帶來麻煩，只要你/妳完成了你/妳應該完成的事情)