Crystal Toolkit: A Web App Framework to Improve Usability and Accessibility of Materials Science Research Algorithms
Crystal Toolkit is an open source tool for viewing, analyzing and transforming crystal structures, molecules and other common forms of materials science data in an interactive way. It is intended to help beginners rapidly develop web-based apps to explore their own data or to help developers make th...
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Zusammenfassung: | Crystal Toolkit is an open source tool for viewing, analyzing and
transforming crystal structures, molecules and other common forms of materials
science data in an interactive way. It is intended to help beginners rapidly
develop web-based apps to explore their own data or to help developers make
their research algorithms accessible to a broader audience of scientists who
might not have any training in computer programming and who would benefit from
graphical interfaces. Crystal Toolkit comes with a library of ready-made
components that can be assembled to make complex web apps: simulation of powder
and single crystalline diffraction patterns, convex hull phase diagrams,
Pourbaix diagrams, electronic band structures, analysis of local chemical
environments and symmetry, and more. Crystal Toolkit is now powering the
Materials Project website frontend, providing user-friendly access to its
database of computed materials properties. In the future, it is hoped that new
visualizations might be prototyped using Crystal Toolkit to help explore new
forms of data being generated by the materials science community, and that this
in turn can help new materials scientists develop intuition for how their data
behaves and the insights that might be found within. Crystal Toolkit will
remain a work-in-progress and is open to contributions from the community. |
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DOI: | 10.48550/arxiv.2302.06147 |