上課方式: 使用科技英文學習掌握AI運用技巧,從實做中學習AI領域的技術應用能力與未來科學工程素養。
講授,工作坊,作業
1. 這些主題都以 AI 輔助、不需自行撰寫底層程式
2. 為了教學與示範、便於助教支援、確保功能與介面一致、評分與範例可重現,本課程限定使用業界主流的 Claude AI,有特殊原因必須使用其他AI者需在選課前與老師商量。
3. 學生請自行攜帶手機,平板或筆電。
Week 1: Introduction
Prompts for scientific accuracy
Science optional
Week 3: Make AI Even Powerful
Week 4 From Schematic to PCB
Week 5:
Week 6 Optimization
Week 7-8: Circuit Design and Optimization
期中考不上課
- Week 10: RF IC Circuit Design
極紫外光(EUV)光源, IEEE Spectrum: The Tiny Star Explosions Powering Moore’s Law
Week 11-12 Placement & Routing in IC Design
IC Placement & Routing slides
(RF PA Driver) Placement & Routing
SWERV RISC IC Design (placement & routing)
Week 13 Navigation for Robots and BLV (Blind and Low Vision)
Week 14: Search and Visualization
River Puzzles (Pz 2, Pz 20) by Chain of Thought vs. Search Algorithms
Search Algorithms: A*, BFS
BFS/A* Scalability: 8 vs. 20 persons
Week 15 Fractals and Their Applications
期末考不上課
______________________________________end of semester
Backup
Week OO: Reinforcement LearningFollow up High Complexity Animation (slides html)
Reinforcement Learning (an introduction) slides
A* vs RL
Week OO: Reinforcement Learning
Follow up High Complexity Animation (slides html)
Reinforcement Learning (an introduction) slides
A* vs RL
Week OO: AI in Special Topics
Week OO: AI in Special Topics
General topics
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