3 papers
cond-mat.mtrl-sci2025
High emissivity, thermally robust emitters for high power density thermophotovoltaics
Minok Park, Shomik Verma, Alina LaPotin +6
Thermal radiative energy transport is essential for high-temperature energy harvesting technologies, including thermophotovoltaics (TPVs) and grid-scale thermal energy storage. How…
cond-mat.mes-hall2024
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…
cs.LG2024
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…