課程信息

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中級
完成時間大約為8 小時
英語(English)
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InformaticsMaterialsStatisticsData Science
可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
中級
完成時間大約為8 小時
英語(English)
字幕:英語(English)

提供方

乔治亚理工学院 徽標

乔治亚理工学院

教學大綱 - 您將從這門課程中學到什麼

1

1

完成時間為 1 小時

Welcome

完成時間為 1 小時
6 個閱讀材料
6 個閱讀材料
Course Syllabus10分鐘
Frequently Asked Questions10分鐘
Suggested Reading10分鐘
Target Audience and Recommended Background10分鐘
Get More from Georgia Tech10分鐘
Consent Form10分鐘
完成時間為 2 小時

Accelerating Materials Development and Deployment

完成時間為 2 小時
9 個視頻 (總計 78 分鐘), 1 個閱讀材料, 1 個測驗
9 個視頻
Historical Materials Development Cycles8分鐘
How do we accelerate materials development and deployment12分鐘
Emergence of multi-stakeholder initiatives8分鐘
The Materials Innovation Ecosystem9分鐘
Part 1:Multiscale Modeling and Multilevel Design of Materials8分鐘
Part 2: Multiscale Modeling and Multilevel design of Materials5分鐘
Decision-Making in Material Design9分鐘
Multilevel Systems-Based Materials Design5分鐘
1 個閱讀材料
Earn a Georgia Tech Badge/Certificate/CEUs10分鐘
1 個練習
Accelerating Materials Development and Deployment34分鐘
2

2

完成時間為 1 小時

Materials Knowledge and Materials Data Science

完成時間為 1 小時
6 個視頻 (總計 53 分鐘)
6 個視頻
Process-Structure-Property (PSP) Linkages7分鐘
Role of Structures in PSP Linkages10分鐘
Data Science Terminology6分鐘
Main Components of Data Science5分鐘
What is Big Data?6分鐘
1 個練習
Materials Knowledge and Materials Data Science20分鐘
3

3

完成時間為 2 小時

Materials Knowledge Improvement Cycles

完成時間為 2 小時
6 個視頻 (總計 79 分鐘)
6 個視頻
Spatial Correlations: n-Point Statistics11分鐘
Computation and Visualization of 2-Point Spatial Correlations10分鐘
Principal Component Analyses (PCA) for low dimensional representations12分鐘
Principal Component Analyses (PCA) for low dimensional representation of material structure12分鐘
Homogenization: Passing Information to Higher Length Scales16分鐘
1 個練習
Materials Knowledge Improvement Cycles16分鐘
4

4

完成時間為 22 分鐘

Case Study in Homogenization: Plastic Properties of Two-Phase Composites

完成時間為 22 分鐘
2 個視頻 (總計 18 分鐘)
2 個視頻
Structure-Property Linkages using a Data Science Approach-Part 25分鐘
1 個練習
Case Study in Homogenization: Plastic Properties of Two-Phase Composites4分鐘

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