Guannan Wang

Modular Diffractive Neural Networks Using Cascaded Metasurfaces

2025 · Laser & Photonics Review

Abstract An all‐optical diffractive neural network (DNN), as the fusion of optics and artificial intelligence, utilizes light‐based computational architecture, providing potential beyond Moore's law limitations due to their low energy consumption and high parallel processing …

Boosting AI-Generated Biomedical Images with Confidence through Advanced Statistical Inference

2025 · Journal of the American Statistical Association

Generative artificial intelligence (AI) has transformed the biomedical imaging field through image synthesis, addressing challenges of data availability, privacy, and diversity in biomedical research. This paper proposes a novel nonparametric method within the functional data …