CADS: Catalyst Acquisition by Data Science
|Catalyst Informatics Project|
|Catalyst Acquisition by Data Science (CADS) is an integrated visual platform for materials informatics. It provides three basic functions for users: |
1) Data Management: CADS provides data repository, allowing users to share data and analysis reports with collaborators of their choosing.
2) Analysis: It provides data visualization tools (scatter plotting, histograms, etc.) and machine learning functions for catalyst data analysis and machine learning model selection.
3) Prediction: It provides data prediction capabilities with the “Analysis” function, allowing users to apply learning models for predicting new output (e.g. predicting new catalysts).