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Estimating Radiation Scattering Around Plasmonic Nanowires Using Engineered Geometric Features
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This study offers an analytical estimation model for radiative scattering at nanoscale. The study focuses on isolated nanowires of arbitrary shape cross sections and uses predictive geometric features and statistical ...
Enhancing Computational Efficiency in Porous Media Analysis: Integrating Machine Learning With Monte Carlo Ray Tracing
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Monte Carlo ray tracing (MCRT) is a prevalent and reliable computation method for simulating light-matter interactions in porous media. However, modeling these interactions becomes computationally expensive due to complex ...
Statistical Analysis of Surface Nanopatterned Thin Film Solar Cells Obtained by Inverse Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This work is a statistical study of the broadband light absorption in thin film solar cells, enhanced by metallic surface nanotexturing. We consider optimum grating structures on the surface of amorphous silicon solar cells ...
A Comparative Analysis of Artificial Neural Networks for Photovoltaic Power Forecast Using Remotes and Local Measurements
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The inclusion of photovoltaic systems in distribution networks has raised the importance of the prediction of photovoltaic power for safe planning and operation. Artificial neural networks (ANNs) have been used in this ...
Inverse Methods in Thermal Radiation Analysis and Experiment
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Most thermal radiation problems are analyzed in a “forward” manner, in which the aim is to predict the response of a system based on well-defined boundary conditions. In practice, however, many thermal radiation problems ...
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