工程學群

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10901 工程
量子物理導論
賴志煌 教授
介紹量子理論的入門課程,主要以物理現象介紹為主,數學為輔.讓同學了解量子的概念,並對 相關的物理現象,做概念性的介紹!


課程簡述
        Brief course description
介紹量子理論的入門課程,主要以物理現象介紹為主,數學為輔.讓同學了解量子的概念,並對 相關的物理現象,做概念性的介紹!
   
 
課程說明
        Course Description 
介紹量子理論的入門課程,主要以物理現象介紹為主,數學為輔.讓同學了解量子的概念,並對相關的物理現象,做概念性的介紹!
Modern Physics is the most up-to-date, accessible presentation of modern physics available. The book is intended to be used in a one-semester course covering modern physics for students who have already had basic physics and calculus courses. The balance of the book leans more toward ideas than toward experimental methods and practical applications because the beginning student is better served by a conceptual framework than by a mass of details. The sequence of topics follows a logical, rather than strictly historical, order. Relativity and quantum ideas are considered first to provide a framework for understanding the physics of atoms and nuclei. The theory of the atom is then developed, and followed by a discussion of the properties of aggregates of atoms, which includes a look at statistical mechanics. Finally atomic nuclei and elementary particles are examined.

 
指定參考用書
        Text Books / References
 Concepts of Modern Physics Beiser(Mcgraw - Hill)
♠ Modern Physics for scientists and engineers, Stephen T. Thornton 

Nonclassical  Physics, Randy Harris
Quantum Physics of atoms, molecules,Solids,nuclei and Particles.Eisberg

& Resnick
" Mordern Physics" by Randy Harris, 2nd edition,published by Pearson Addison 

Wesley.
   
 
   
教學方式
        Teaching Method
以上課講授為主.
  
 
教學進度
        Syllabus 
Concepts of Modern Physics Beiser(Mcgraw - Hill)!
  指定用書的Ch1 to Ch10 為主要內容.
 1. Relativity
 2. Particle Properties of Waves
 3. Wave Properties of Particles
 4. Atomic Structure 
5. Quantum Mechanics
 6. Quantum Theory of the Hydrogen Atom
 7. Many-Electron Atoms
 8.  Molecules
 9.  Statistical Mechanics
 10.  The Solid State
   
   
10901 工程
熱力學
李敏 教授

熱力學為探討能量的入門科目. Thermodynamic 本身的含義即為熱與功. 熱力學是在探討熱與功之間的轉換等....
 

 
課程說明
       Course Description 
熱力學為探討能量的入門科目. Thermodynamic 本身的含義即為熱與功. 熱力學是在探討熱與功之間的轉換. 由於熱與功之間的轉換需借助物質, 也就是說能量以物質為媒介才能轉換, 熱力學衍生為物質特性與能量間的關係. 本科目的重點在於介紹能量的觀念, 說明熱力學第零,第一,第二,第三定律與其應用; 如何決定物質的狀態(state) 以及所具有的能量, 用於熱力學第一與第二定律的分析; 以及推導Thermodynamic Relations,以及如何利用 Thermodynamic Relation 決定物質的 Property.

  
 

指定與參考用書
       Text Books / References

Michael J. Moran; Howard N. Sphapiro, Daisie D. Boettner, Margaret B. 

Bailey, "Principles of Engineering Thermodynamics" Global Edition, 

John Wiley  & Sons Inc., 2018.

Yunus A. Cengel, Michael A. Boles, "Thermodynamics; an Engineering Approach,


" 8th Edition, McGraw Hill, 2015. Richard E. Sonntag,  Claus Borgnakke, and Gordan J.Van Wylen, 

"Fundamentals of Engineering Thermodynamics," 6th Edition, John Wiley & Sons Inc., 2002.
   
   

 

教學方式

              Teaching Method
以上課講授為主.
  

 

教學進度
          Syllabus 

Chapter 1 Getting Start: Introductory Concepts and Definitions
Chapter 2 Energy and the First Law of Thermodynamics 6 #3 
Chapter 3 Evaluating Properties 
Chapter 4 Control Volume Analysis Using Energy
Chapter 5 The Second Law of Thermodynamics 
Chapter 6 Using Entropy
Chapter 11 Thermodynamic Relations 
     
     


 

10802 工程
雲端計算
李哲榮 教授
本課介紹雲端計算相關的技術,包含虛擬化技術、資料中心管理、邊緣計算系統、深度學習、5G/IOT技術等等議題。因為這些技 術逐年進步,所以會以論文為主要教材,搭配三個作業來加深學生對相關技術的認識....


課程簡述
       【Brief course description】
本課介紹雲端計算相關的技術,包含虛擬化技術、資料中心管理、邊緣計算系統、深度學習、5G/IOT技術等等議題。因為這些技 術逐年進步,所以會以論文為主要教材,搭配三個作業來加深學生對相關技術的認識。期末會有final project來進一步分析了 解有興趣的議題。

課程大綱 
       【Syllabus】
♠ Goals ♠ 
Introduction to cloud computing and its techniques, issues, 

andecosystems.
♠ References  :  Class notes and selected journal/conference papers.
 Contents  : - Introduction to Cloud Computing

- Infrastructure as a Service (IaaS)
- Server virtualization
- Memory virtualization
- IO virtualization
- GPU virtualization
- Data center management
- Resource management
- VM migration
- Memory consolidation
- Power management
- Edge computing system
- 5G/IOT
- Container technology
- Orchestration tools
- IOT
- Systems and architectures for AI applications
- AI training
- AI inference
- AI systems
- AI architecture
- Presentation
   
10802 工程
資料庫系統概論
吳尚鴻 教授

This course provides an overview of the current database management systems. The goals are 1) to get students familiar with how to use a database system to solve real problems; 2) the internals of a database and some state-of- the-art implementations (e.g., MySQL, PostgreSQL etc.).


課程說明
        【Course Description】
This course provides an overview of the current database management systems.
The goals

♠ 
are 1) to get students familiar with how to use a database system to solve  
 
real problems; 2)
the internals of a database and some state-of-the-art implementations 
 
 (e.g.,Google BigTable,
Google MegaStore, and Google Spanner etc.).
Proper understanding of Java/OOP programming and data structure is required.
     剛修完作業系統、演算法,對大型程式系統有興趣之學生優先。
 

指定用書
         【Textbook】
♠  Lecture Notes
 

參考書籍
        【References】
[1]

ISBN:0072465638
[2]  Database System Concepts, 6ed, by Abraham Silberschatz et al,

ISBN:0073523321
[3]  Database Design and Implementation, by Edward Sciore,

ISBN: 0471757160
[4] 

 iSBN:1441988335
 

教學方式 
        【Teaching Method】 
 Lecture and Lab


教學進度
        【Syllabus】
1 Introduction to database systems
  A. Relational model, SQL, transactions, and ACID (with quiz)
  B. Modern database systems for scalability, availability, and elasticity
2. Query engine
 
A. JDBC and DB server
B. Relational algebra
C. Query plans, scans, and the storage interface
D. Parsing
E. Planning
3. Storage engine
 
A. Disk and file management
B. Memory management
C. Transaction management (+OCC)
D. Record management
E. metadata management
4. Benchmarking with TPC-C
5. Optimizations
 
A. Indexing
B. Materialization and sorting
C. Multi-buffer plans
D. Query optimization
6. Distributed database systems and advanced topics
 
A. NoSQL database systems
B. NewSQL database systems
C. OLAP and datawarehousing
   

 

10802 工程
2018Moocs劉奕汶教授-數位聲訊分析與合成
劉奕汶 教授

介紹信號處理在音樂、語音、或其他日常生活中聽得到的聲訊中的應用:包含分析與合成兩大部分。學生修完本課程,應能對這個領域的核心技術、背景觀念有充分理解......

 

【課程介紹】
      
Course Description
    介紹信號處理在音樂、語音、或其他日常生活中聽得到的聲訊中的應用:包含分析與合成兩大部分。學生修完本課程,應能對這個領域的核心技術、背景觀念有充分理解,並對本領域新研究課題有所接觸,以期激發創造力,針對有興趣的課題作更深入的實作研究。建議學生須具備撰寫MATLAB或其他程式語言的能力。
     *預修課程: 信號與系統,線性代數, 或由授課老師許可. 亦歡迎有興趣之大學部高年級同學選修.
 
 
 
【參考資料】
     
References
      *講義與討論文獻將隨課程之進行而發出。 
  
 

 

10802 工程
電磁學
黃承彬 教授

尋找興趣,提早準備,贏在起跑點!!想追求更多課本以外的專業知識嗎? 清華大學開放式課程為你種植了一座學習資源森林,等你來探索!現在就走進開放式課程的森林,品嚐最甜美的知識果實!

 
【Course Description】
This is one of the core courses for the EE Department. The intent is to use rigorous mathematical expressions so that the students may appreciate experimentally observable phenomenom regarding static electric fields, steady electric current, static magnetic fields. The students will also learn the coupling between electric and magetic fields that leads to time-varying electro-magnetics. The derivation and physical insight behind the Maxwell’s Equations will be emphasized.
  The course contents are pivotal for later course such as electromagnetic waves, introduction to optical engineering, photonics, high-frequency circuit design, solidstate devices.
  Required background knowledege include: Calculus (I, II), vector analysis 
 ♠ This course requires your total devotion. Preview and review are essential in keeping up!

  
 
【Textbook】
  David K. Cheng, Field and Wave Electromagnetics, Addison Wesley

 
Reference
Transmission line: F. Ulaby, E. Michielssen, and U. Ravaioli,
   Fundamentals of Applied Electromagnetics, 6th edition, Pearson, 2010. 
  
 
【Class notes】 
Course materials available on http://lms.nthu.edu.tw
  
 
【Teaching Method】
Lectures in English
discussions in English/Chinese

 
 【Course Content】
Introduction and Transmission line
Basic vector analysis 
Static electric fields and steady electric currents
Static magnetic fields 
Maxwell’s equations and Plane-wave propagation
 
  
 Grading
♠  Homeworks(no late turn-in) (20%)
  Quizzes  (25%)
  First examination  (15%)
  Second examination  (20%)
  Final examination  (20%)
 
 
【Ethics policy】
10801 工程
工程數學一
王俊堯 教授

Engineering Mathematics in this class is to teach how to solve differential equations, which are models in many engineering problems. This post-calculus mathematics is needed and used by today's scientists and engineers....

 

【課程說明】
       Course Description
Engineering Mathematics in this class is to teach how to solve  differential equations, which are models in many engineering problems. This post-calculus mathematics is needed and used by today's scientists and engineers. It will cover the following topics: 
     1 First order differential equations 
     2 Second order differential equations
     3 Laplace transform 
     4 Series solutions for differential equations 
     5 Systems of differential equations 
     6 Fourier series
  

 
【指定用書】
       Textbooks    


  
【參考書籍】
       References     
Erwin Kreyszig, "Advanced Engineering Mathematics",  8th edition, Wiley. 
 
 
 
【教學方式】
       Teaching Method     
 Lecture with white boarding writing 
 
 
  
【教學進度】
       Syllabus 
1  First order differential equations 
2 Second order differential equations 
3 Laplace transform 
4 Series solutions for differential equations 
5 Systems of differential equations 
6 Fourier series 
  工程數學一題庫練習

 

 

10801 工程
電路與電子學一
王俊堯 教授

This course is intended for junior undergraduates in computer science and engineering. In this course, we will introduce the basic concepts of semiconductor devices and applications. Some basic circuit theorems will be introduced as well... 

 

【課程簡述 】 
     Brief course description  
This course is intended for junior undergraduates in computer science and engineering. In this course, we will introduce the basic concepts of semiconductor devices and applications. Some basic circuit theorems will be introduced as well. Since the majority of electronic circuits today are designed as integrated circuits (ICs), we will discuss how to analyze and design the basic elements of integrated circuits with the emphasis on digital logic designs. 
 

 
【課程說明】
     Course Description 
This course is intended for junior undergraduates in computer science and engineering. In this course, we will introduce the basic concepts of semiconductor devices and applications. Some basic circuit theorems will be introduced as well. Since the majority of electronic circuits today are designed as integrated circuits (ICs), 
we will discuss how to analyze and design the basic elements of integrated circuits with the emphasis on digital logic designs. 
 
 
 
 【指定/參考書籍】  
       Text Books/References
Electronic Circuit analysis and Design X Ed. by Donald A. Neamen 
Electrical Engineering - Principles and Applications 4th Ed. by Allan R. Hambley  
  
 

 【教學方式】    
     Teaching Method
 
以講授為主,輔以白板說明

 

10801 工程
數位邏輯設計
王俊堯 教授
尋找興趣,提早準備,贏在起跑點!!想追求更多課本以外的專業知識嗎? 清華大學開放式課程為你種植了一座學習資源森林,等你來探索!現在就走進開放式課程的森林,品嚐最甜美的知識果實!
  
 
 

【課程大綱
 
     What do you expect to learn in this course  

 1    Introduction Number systems and Conversion
 2    Boolean Algebra
 3    Boolean Algebra (Continued)
 4    Application of Boolean Algebra  Minterm and Maxterm Expansion
 5    Karnaugh Maps
 6    Quine-McClusky Method
 7    Multi-Level Gate Circuits  NAND and NOR Gates
 8    Combinational Circuit Design and Simulation Using Gates
 9    Multiplexers, Decoders, and Programmable Logic Devices
 10    Flip-Flops
 11    Registers and Counters
 12    Analysis of Clocked Sequential Circuits
 13    Derivation of State Graph and Table
 14    Reduction of State Tables  State Assignment16

 

 


 【指定用書】 
           Textbook 

♠  Fundamentals of Logic Design (7th Edition International Edition) by Charles H. Roth, Jr. and Larry L. Kinney(CENGAGE Learning) 滄海圖書代理
  ISBN-10: 1133628486
ISBN-13: 9781133628484

 

10801 工程
數位邏輯設計
林永隆 教授

尋找興趣,提早準備,贏在起跑點!!想追求更多課本以外的專業知識嗎? 清華大學開放式課程為你種植了一座學習資源森林,等你來探索!現在就走進開放式課程的森林,品嚐最甜美的知識果實!

 

課程說明
      Description of the course
This course is about the principles of digital logic and its implementation in circuits and systems. Modern electronics/computer engineers should be able to effectively utilize millions or even billions of logic gates available from advanced semiconductor manufacturing process. Logic design is fundamental to such applications as computer, audio/video/graphics, wired/wireless communication. Some technology from this course will be useful in other courses. For example, finite state machine is essential in compiler design.
   ♠ We will cover the following topics

1. Introduction to computer circuits
2. Two level Combinational Logic
3. Multilevel Combinational Logic
4. Programmable Logic
5. Arithmetic Logic Circuits
6. Sequential Logic Design
7. Sequential Logic Case Studies
8. Finite State Machine Design
9. Finite State Machine Optimization
10. Computer Organization

 

 

【課程教材】
      Course Material

  ♠  Logic and Computer Design Fundamentals, 4th ed Mano & Kime Prentice Hall

 

 【教學方式】
       Teaching Method

   Lecturing
Home work

Machine problem
(Using Verilog Hardware Description Language and its Simulator)
Quiz, Two Midterms and Final Exam

 

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