Metasurfaces have revolutionized the development of photonic devices by enabling unprecedented precision in light manipulation. However, their design processes are often constrained by computationally expensive simulations and complex high-dimensional design spaces. Although deep learning has accelerated the design pro...
Huanshu Zhang, Kegeng Tang, Lei Kang et al.· Advanced Photonics· 1 citation
Metasurfaces have revolutionized the development of photonic devices by enabling unprecedented precision in light manipulation. However, their design processes are often constrained by computationally expensive simulations and complex high-dimensional design spaces. Although deep learning has accelerated the design pro...
Huanshu Zhang, Kegeng Tang, Lei Kang et al.· 1 citation
In medical imaging, the clinical value of Computed Tomography (CT) lies not only in depicting current disease status, but crucially in enabling longitudinal comparison of serial scans to determine disease evolution, a process that underpins response assessment, recurrence detection, and ongoing patient management. Yet,...
Kegeng Tang, Jing-Bo Wang, Shaogang Ren et al.· 0 citations
This review surveys how Large Language Models are adding semantic interfaces, code generation, and tool orchestration to established numerical nanophotonic workflows, and looks ahead to the next generation of multimodal foundation models with physical perception capabilities.
Huanshu Zhang, Kegeng Tang, Lei Kang et al.· 1 citation
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