In this talk, I will discuss new opportunities in the design and implementation of freeform metasurfaces. In the first part, I will discuss progress we have been making in developing all neural-based simulators and optimizers, which can be used to perform large area freeform metasurface design orders-of-magnitude faster than conventional methods. In the second part, I will discuss applications of freeform metasurfaces in the domains of beam steering, large numerical aperture optics, and polarization control.
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