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Materials Data Sciences and Informatics, Georgia Institute of Technology

4.3
75 Bewertungen
20 Bewertungen

Über diesen Kurs

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....

Top-Bewertungen

von 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

von BW

May 04, 2018

Great introduction of the why and how of materials informatics!

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20 Bewertungen

von Madhuri C. Deshpande

May 22, 2019

Best way to learn newly developed system using material data science.

von Kevin Yong Jen Ling

Apr 22, 2019

An excellent introduction to Material informatics. I highly recommend to any beginners to get started with learning informatics regarding materials.

von K. Ramya

Mar 17, 2019

Awesome Course!

von Sheikh Najam

Oct 10, 2018

Very nice course

von 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

von mansi gupta

Jul 17, 2018

its easy to do it

von Bernard Wittmaack

May 04, 2018

Great introduction of the why and how of materials informatics!

von 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.

von Henry Zhang

Apr 25, 2018

照本宣科。以及习题的设置,怕不是在开玩笑?

von 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)