Accelerated Optimization of Robust Nanophotonic Devices via Deep Learning

Keyphrases

• Nanophotonics 100%
• Deep Learning 100%
• Performance Guarantee 66%
• Commercial Application 33%
• Fabrication Cost 33%
• Neural Network 33%
• Metasurface 33%
• Supercells 33%
• Performance Advantage 33%
• Process Window 33%
• Design Research 33%
• Optimization Procedure 33%
• Neural Network Training 33%
• Multi-objective Optimization 33%
• Combinatorial Explosion 33%
• Manufacturing Research 33%
• Inverse Design 33%
• Nominal Structure 33%
• Direct Optimization 33%

Engineering

• Metasurface 50%
• Supercell 50%
• Process Window 50%
• Multiobjective Optimization 50%
• Design Technique 50%
• Optimisation Procedure 50%
• Inverse Design 50%