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Iterative optimization of photonic crystal nanocavity designs by using deep neural networks

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Iterative optimization of photonic crystal nanocavity designs by using deep neural networks

Asano Takashi et al · Wiley · 2019 · ISSN 2192-8606

Devices based on two-dimensional photonic-crystal nanocavities, which are defined by their air hole patterns, usually require a high quality (Q) factor to achieve high performance. We demonstrate that hole patterns with ...

LCC TENDOlBoeXNpY3M~Idioma eng

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Power Quality Enhancement in Grid-Connected Photovoltaic Systems Using Hybrid Harbor Seal Whiskers Optimization and Interpretable Generalized Additive Neural Networks

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Power Quality Enhancement in Grid-Connected Photovoltaic Systems Using Hybrid Harbor Seal Whiskers Optimization and Interpretable Generalized Additive Neural Networks

M. Hariprabhu et al · Wiley · 2026 · ISSN 2050-7038

The integration of solar energy into modern power grids supports sustainability and energy efficiency but also introduces power quality (PQ) challenges such as harmonic distortion, voltage sag, swell, and fluctuations. I...

LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma eng

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