Guo, L. Jay

1. OptoGPT: A Foundation Model for Inverse Design in Optical Multilayer Thin Film Structures
   2023/04/20 by Taigao Ma, Haozhu Wang, Ma, Taigao +3 · 10 citations
   Engineering · #Advanced optical system design #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Optics (physics.optics) #Photonic and Optical Devices #Semiconductor Lasers and Optical Devices
2. OL-Transformer: A Fast and Universal Surrogate Simulator for Optical Multilayer Thin Film Structures
   2023/05/19 by Taigao Ma, Haozhu Wang, Ma, Taigao +3 · 1 citation
   Engineering · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Optics (physics.optics) #Photonic Crystals and Applications #Photonic and Optical Devices #Semiconductor Lasers and Optical Devices
3. Automated Optical Multi-layer Design via Deep Reinforcement Learning
   2020/06/21 by Haozhu Wang, Zeyu Zheng, Wang, Haozhu +5 · 1 citation
   Engineering · #Advanced optical system design #Semiconductor Lasers and Optical Devices