thomasmatt88 / NCAMP-dashboard

NCAMP, the National Center for Advanced Materials Performance, works with the FAA and industry partners to qualify material systems and populate a shared materials database that can be viewed publicly. This is a dashboard for viewing NCAMP materials database.

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NCAMP-dashboard

NCAMP, the National Center for Advanced Materials Performance, works with the FAA and industry partners to qualify material systems and populate a shared materials database that can be viewed publicly. This is a dashboard for viewing NCAMP materials database.

NCAMP-dashboard

1. Select a material
Select an NCAMP qualified material from the top dropdown. Tables will update below with metadata, physical properties, and mechanical properties of chosen material. If only one material is chosen, then a similar material will be recommended. Similarity is determined based off of minimum Euclidean Distance from selected material (i.e. nearest neighbor).

select

2. Select all materials


selectallmat

3. Show predicted material properties
We can infer unmeasured material properties using machine learning, more specifically collaborative filtering / matrix factorization. Use toggle switch to show or not show these predicted material properties.

pred

4. Filter materials
Narrow down qualified materials and qualified material properties using filters.


filter

About

NCAMP, the National Center for Advanced Materials Performance, works with the FAA and industry partners to qualify material systems and populate a shared materials database that can be viewed publicly. This is a dashboard for viewing NCAMP materials database.


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