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Materials Data Sciences and Informatics, Georgia Institute of Technology

4.3
66 个评分
18 个审阅

课程信息

This course aims to provide a succinct overview of the emerging discipline of Materials Informatics at the intersection of materials science, computational science, and information science. Attention is drawn to specific opportunities afforded by this new field in accelerating materials development and deployment efforts. A particular emphasis is placed on materials exhibiting hierarchical internal structures spanning multiple length/structure scales and the impediments involved in establishing invertible process-structure-property (PSP) linkages for these materials. More specifically, it is argued that modern data sciences (including advanced statistics, dimensionality reduction, and formulation of metamodels) and innovative cyberinfrastructure tools (including integration platforms, databases, and customized tools for enhancement of collaborations among cross-disciplinary team members) are likely to play a critical and pivotal role in addressing the above challenges....

热门审阅

创建者 RR

Sep 23, 2018

Machine learning part and its application to material science was interesting but informative contents like material dev eco system and whole week 1 was more informative than logical

创建者 BW

May 04, 2018

Great introduction of the why and how of materials informatics!

筛选依据:

17 个审阅

创建者 Sheikh Najam

Oct 10, 2018

Very nice course

创建者 Rushikesh Rathod

Sep 23, 2018

Machine learning part and its application to material science was interesting but informative contents like material dev eco system and whole week 1 was more informative than logical

创建者 mansi gupta

Jul 17, 2018

its easy to do it

创建者 Bernard Wittmaack

May 04, 2018

Great introduction of the why and how of materials informatics!

创建者 Zisheng Czes Zhang

Apr 30, 2018

A great introductory course into Material Data Sciences and Informatics. Had a relatively hard time when the course turned form introduction into hardcore statistics. Moreover, it can be more helpful if there are more practical projects and tutorial on introduced tools.

创建者 Henry Zhang

Apr 25, 2018

照本宣科。以及习题的设置,怕不是在开玩笑?

创建者 ANUPAM PURWAR

Dec 07, 2017

Very valuable course for materials modelling enthusiast. It provides me the firm grounding and preparation for my future research work in this material modeling. This course is a fine balance of technical knowledge, its implementation and the practical approaches one needs to adopt to effectively use this knowledge of materials modeling in real world. (Anupam Purwar)

创建者 Pratik Kadakia

Oct 25, 2017

Excellent course if you are looking to understand how to design high performance materials leveraging current advances in data sciences.

Very well delivered by Dr. Surya Kalidindi and Prof McDowell. Reference to the book on the subject by Dr. Kalidindi supplemented by web search was useful.

Need to put the new skills acquired, in practice at work, where I see a huge potential.

Thanks Georgia Tech!!

创建者 Thaer M.Dieb

Sep 21, 2017

This course discussed one particular issue in materials informatics. I hoped to see several other informatics-based techniques to solve problems in materials innovation.

创建者 Shijie Zhan

Aug 27, 2017

Too much talk about general idea. Lack of practice to learn skills