Chat to chip: Large language model based design of arbitrarily shaped metasurfaces

Keyphrases

• Metasurface 100%
• Model-based Design 100%
• Large Language Models 100%
• Nanophotonics 40%
• Computational Cost 20%
• Neural Network 20%
• Exhaustive Search 20%
• Data-driven Approach 20%
• Token 20%
• Full-wave Simulation 20%
• Network Evaluation 20%
• Model Size 20%
• Graph Network 20%
• Electromagnetic Modeling 20%
• Optical Functions 20%
• Spectral Prediction 20%
• Metasurface Design 20%
• Complex Configuration 20%
• Physical Relationship 20%
• Hyperparameters 20%
• Natural Language Interaction 20%
• Meta-atom 20%
• Fine-tuning Strategy 20%
• Inverse Design 20%
• Pre-trained Large Language Models 20%

Computer Science

• Chat 100%
• Large Language Model 100%
• Exhaustive Search 16%
• Neural Network 16%
• Driven Approach 16%
• Computational Cost 16%
• Leaning Parameter 16%