menu 简单麦麦
account_circle

数值模拟,预测的艺术1:理论-Numerical Simulation, An Art of Prediction 1: Theory

帮助2569人找到了他们想要的文件
上传于 2020-03-02 49次下载 1642次围观
文件编号:5995
文件详情
标题(title):Numerical Simulation, An Art of Prediction 1: Theory
数值模拟,预测的艺术1:理论
作者(author):Jean-François Sigrist
出版社(publisher):Wiley-ISTE
大小(size):20 MB (21466466 bytes)
格式(extension):pdf
注意:如果文件下载完成后为无法打开的格式,请修改后缀名为格式对应后缀

Numerical simulation is a technique of major importance in various technical and scientific fields. Used to understand diverse physical phenomena or to design everyday objects, it plays a major role in innovation in the industrial sector. Whilst engineering curricula now include training courses dedicated to it, numerical simulation is still not well-known in some economic sectors, and even less so among the general public. Simulation involves the mathematical modeling of the real world, coupled with the computing power offered by modern technology. Designed to perform virtual experiments, digital simulation can be considered as an "art of prediction". Embellished with a rich iconography and based on the testimony of researchers and engineers, this book shines a light on this little-known art. It is the first of two volumes and focuses on the principles, methods and industrial practice of numerical modeling.
Table of contents :
TABLE OF CONTENTS
Foreword vii

Preface ix

Acknowledgements xiii

Chapter 1. The World in Equations 1

1.1. Numerical modeling 3

1.1.1. Modeling 3

1.1.2. Understanding, designing, forecasting, optimizing 4

1.2. Putting the world into equations: example of mechanics 5

1.2.1. Construction of classical mechanical models 5

1.2.2. Emergence of quantum mechanics 23

1.3. Solving an equation 34

1.3.1. Finding a mathematical formula 34

1.3.2. Calculating using a computer 38

Chapter 2. Simulation Practice 49

2.1. Validating a simulation 50

2.1.1. Demonstrating a theorem 50

2.1.2. Confronting points of view… 51

2.1.3. Relying on experience 54

2.1.4. Changing point of view 57

2.2. Maturity of a technique 61

2.3. Practice, practice, practice... 63

2.3.1. The engineer’s palette 63

2.3.2. Complementary philosophies 68

2.3.3. Users with different needs 70

Chapter 3. A Global Technique 77

3.1. A very generalized technique 78

3.2. A strategic technique 80

3.3. Hercules of the calculation 85

3.3.1. High-performance computing 85

3.3.2. Stroke to computing power 88

Chapter 4. The Data World 101

4.1. Big data 102

4.2. Data and networks 104

4.3. Learning from data 115

4.4. Biological and digital brains 121

4.4.1. Biological neurons 123

4.4.2. Digital neural networks 129

4.5. Are humans overwhelmed by machines? 137

4.5.1. All-round machine victories 137

4.5.2. A war of intelligence? 139

4.5.3. Science fiction 140

4.5.4. Science without fiction 142

4.5.5. Complementarity of intelligence 145

4.5.6. Complexity and robustness 150

4.5.7. Imitation game 151

4.5.8. Priority to the law! 153

4.5.9. More human than human? 155

Conclusion 159

Glossary of Terms 171

References 201

Index 237
-到底部了哦-
微信扫码支付
数值模拟,预测的艺术1:理论-Numerical Simulation, An Art of Prediction 1: Theory
支付金额: 共计:¥0.0

添加收藏

创建新合集