| About this Abstract |
| Meeting |
2022 TMS Annual Meeting & Exhibition
|
| Symposium
|
ICME Case Studies: Successes and Challenges for Generation, Distribution, and Use of Public/Pre-Existing Materials Datasets
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| Presentation Title |
Materials Innovation and Design Enabled by the Materials Project |
| Author(s) |
Kristin Aslaug Persson |
| On-Site Speaker (Planned) |
Kristin Aslaug Persson |
| Abstract Scope |
Fueled by our abilities to compute materials properties and characteristics orders of magnitude faster than they can be measured and recent advancements in harnessing literature data, we are entering the era of the fourth paradigm of science: data-driven materials design. The Materials Project (www.materialsproject.org) contains data derived from quantum mechanical calculations for over 140,000 materials and millions of properties. The resource supports a growing community of data-rich materials research, currently supporting over 200,000 registered users and millions of data records served each day through the API. In this talk, I will highlight some of our ongoing work, as well as success stories of how external users have used Material Project datasets in their work; including a discussion of barriers that users have experienced and what we have done to improve our service in terms of information, accessibility, algorithmic tools and materials data. |
| Proceedings Inclusion? |
Planned: |
| Keywords |
Computational Materials Science & Engineering, Energy Conversion and Storage, Machine Learning |