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.
Materials Data Sciences and InformaticsGeorgia Institute of Technology
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Georgia Institute of Technology
The Georgia Institute of Technology is one of the nation's top research universities, distinguished by its commitment to improving the human condition through advanced science and technology.
- 5 stars62,50 %
- 4 stars26,97 %
- 3 stars7,23 %
- 2 stars2,30 %
- 1 star0,98 %
Top-Bewertungen von MATERIALS DATA SCIENCES AND INFORMATICS
the course is nice and useful, but is very tough. You require a good knowledge of statistics, computation, and material science to make it through it.
Great initiative of creating this course! If you're curious about the idea of combining materials science and data science, this course is for you. Enjoy!
Interesting content! Liked the explanation of principle component analysis.
Excellent experience. It engages my knowledge broadly about Data Science in Materials. Thank you
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