logo
ResearchBunny Logo
Design of optical meta-structures with applications to beam engineering using deep learning

Engineering and Technology

Design of optical meta-structures with applications to beam engineering using deep learning

R. Singh, A. Agarwal, et al.

This groundbreaking research by Robin Singh, Anu Agarwal, and Brian W. Anthony delves into an innovative machine learning approach to reverse engineer meta-optical structures. It harnesses data-driven techniques to generate focused and collimated excitation beams for cutting-edge lab-on-chip applications, achieving remarkable accuracy with a high correlation coefficient in predicting diffraction profiles, significantly outpacing traditional optimization methods.

00:00
00:00
Playback language: English
Citation Metrics
Citations
0
Influential Citations
0
Reference Count
0

Note: The citation metrics presented here have been sourced from Semantic Scholar and OpenAlex.

Related Publications

Explore these studies to deepen your understanding of the subject.

Design and Analysis of a Deep Learning Ensemble Framework Model for the Detection of COVID-19 and Pneumonia Using Large-Scale CT Scan and X-ray Image Datasets
Medicine and Health

Design and Analysis of a Deep Learning Ensemble Framework Model for the Detection of COVID-19 and Pneumonia Using Large-Scale CT Scan and X-ray Image Datasets

X. Xue, S. Chinnaperumal, et al.

Unraveling the effect of collagen damage on bone fracture using in situ synchrotron microtomography with deep learning
Engineering and Technology

Unraveling the effect of collagen damage on bone fracture using in situ synchrotron microtomography with deep learning

M. Sieverts, Y. Obata, et al.

Representation of molecular structures with persistent homology for machine learning applications in chemistry
Chemistry

Representation of molecular structures with persistent homology for machine learning applications in chemistry

J. Townsend, C. P. Micucci, et al.

CovidCTNet: an open-source deep learning approach to diagnose covid-19 using small cohort of CT images
Medicine and Health

CovidCTNet: an open-source deep learning approach to diagnose covid-19 using small cohort of CT images

T. Javaheri, M. Homayounfar, et al.

Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny