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Search results for materials informatics crystallography

crystallography x

materials-informatics x

9 search results found

Awesome Materials Informatics ⭐ 310

Curated list of known efforts in materials informatics = modern materials science

Xtal2png ⭐ 28

Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.

Mpds Api ⭐ 23

Tutorials, notebooks, issue tracker, and website on the MPDS API: the data retrieval interface for the Materials Platform for Data Science

SLICES: An Invertible, Invariant, and String-based Crystal Representation (Text2Crystal)

Materials informatics framework for ab initio data repositories

Mpds Ml Labs ⭐ 10

This is the proof of concept, how a relatively unsophisticated statistical model trained on the large MPDS dataset predicts physical properties from the only crystalline structure (POSCAR or CIF).

Basic info and tutorials for the GUI of the Materials Platform for Data Science (MPDS)

Mpds Client ⭐ 6

MPDS API client library in Python

Materials Design in Javascript (made.js). A JavaScript (Node) library allowing for the creation and manipulation of material structures from atoms up on the web.

1-9 of 9 search results

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