2 citations · 3 across the 3 of their papers we have counts for
3 papers
AuNR-SMA: Automated Gold Nanorod Spectral Morphology Analysis Pipeline
Samuel P. Gleason, Jakob C. Dahl, Mahmoud Elzouka +8
The development of a colloidal synthesis procedure to produce nanomaterials of a specific size with high shape and size purity is often a time consuming, iterative process. This is…
Inverse design of photonic surfaces on Inconel via multi-fidelity machine learning ensemble framework and high throughput femtosecond laser processing
Luka Grbcic, Minok Park, Mahmoud Elzouka +6
We demonstrate a multi-fidelity (MF) machine learning ensemble framework for the inverse design of photonic surfaces, trained on a dataset of 11,759 samples that we fabricate using…
Interpretable inverse design of particle spectral emissivity using machine learning
Mahmoud Elzouka, Charles Yang, Adrian Albert +2
We examine the optical properties of a system of nano and micro particles of varying size, shape, and material (including metals and dielectrics, and sub-wavelength and super-wavel…