Interpretable inverse design of particle spectral emissivity using machine learning

1 code implementation • 11 Feb 2020 • Mahmoud Elzouka, Charles Yang, Adrian Albert, Sean Lubner, Ravi S. Prasher

We then use a combination of decision tree and random forest models to solve both the forward problem (particle design in, optical properties out) and inverse problem (desired optical properties in, range of particle designs out).

Optics