How to use AlloyLens

Find alloys that meet a design target by filtering their compositions and properties.

1. Choose features

   In panel a, tick the groups to list (inputs, elements, microstructures, or properties), then pick variables for the X axis and Y axis. The scatterplot matrix updates as you choose.

2. Set target ranges

   In panel b, drag the sliders along each axis, or draw a box on any plot. Alloys inside every range turn magenta. Double-click a slider to reset it.

3. Review recommendations

   If no alloy fits your ranges, the closest ones are recommended in yellow. Use the recommendation range in panel c to control how far from your ranges to look.

4. Compare with the surrogate model

   Select Show surrogate curves in panel c to overlay curves predicted by the surrogate model.

5. Export the results

   Select Export selected in panel c to download the selected alloys as a CSV file. With nothing selected, it downloads all alloys.