Caspar F. Schwahn
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View article: Accurate and efficient prediction of photonic crystal waveguide bandstructures using neural networks
Accurate and efficient prediction of photonic crystal waveguide bandstructures using neural networks Open
We demonstrate the use of neural networks to predict the optical properties of photonic crystal waveguides (PhCWs) with high accuracy and significantly faster computation times compared to traditional simulation methods. Using 100,000 PhCW…