Materials Data Sciences and Informatics

Open Online

Course Description

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.

How You Will Benefit

You will learn about new opportunities in applying data science, taking advantage of cyberinfrastructure, and addressing challenges related to design, development, and deployment of new materials in advanced technologies.

Prerequisites

  • It is recommended but not required that learners know basics of engineering or computer science.

Ready To Get Started?

This Open Online course is brought to you in partnership with Coursera, an online learning platform. If you’re ready to register now, you will be directed to the Coursera website.

 

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Content

  • Learn historical paradigms of advanced materials development.
  • Understand property, structure and process spaces.
  • Develop an understanding of material structure and its digital representation.
  • Learn about materials innovation system and cyberinfrastructure.

Instructors

Technology Requirements

Verify you meet the minimum technology requirements for this section.

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Course Info

Course ID: DL 0019M
Course Format: Online