Name: 6. Materials Data Access (Materials Project API Example) | Videos | Gan Jing World - Technology for Humanity | Video & Movie Streaming
Uploaded: 2023-10-10T03:40:12.252Z
Duration: 30 min 19 s
Description: Some materials repositories are really easy to work with! They even have API's which make it simple ... | Videos | Gan Jing World - Technology for Humanity | Video & Movie Streaming

Taylor Sparks

https://video5-us-east.cloudokyo.cloud/video/v6/da/43/37/da433745-9b18-4915-8cca-78eca084a615/master.m3u8

Some materials repositories are really easy to work with! They even have API's which make it simple to programmatically access and work with the data. In this video we go over how to use the Materials Project API includign mapidoc and MPRester. We show how to generate an API Key, how to access the data using requests and get functions. 
This video shows a number of examples including how to use some basic MongoDB query syntax for detailed queries. 

Additional resources available at:
https://youtu.be/dsDOa_fgE7A
https://wenhaosun.github.io/docs/MSE593/
https://python.hotexamples.com/examples/pymatgen.matproj.rest/MPRester/-/python-mprester-class-examples.html

0:00 pymatgen
1:30 materials project API
3:30 materials project web interface
5:00 materials project via URL
6:10 materials project via requests.get
7:20 mapidoc and MPRester
9:30 MPRester example get_materials_ids
11:30 MPRester example get data using mp ids
12:55 MPRester example mp id from cif
14:15 MPRester query basics
17:45 MPRester query example crystal system
21:39 MPRester query example phase diagrams
24:22 MPRester query MongoDB criteria

Check out the whole materials informatics series at https://youtube.com/playlist?list=PLL0SWcFqypCl4lrzk1dMWwTUrzQZFt7y0 with workbooks and course notes available at https://github.com/sp8rks/MaterialsInformatics