Abstract
Achieving high-density wavelength multiplexing is essential for expanding the capacity of optical information processing. However, traditional optical components lack sufficient dispersion control, hindering high-efficiency, low-crosstalk wavefront manipulation across densely spaced channels. Here, we overcome this bottleneck by introducing a double-layer cascaded metasurface architecture engineered via an end-to-end differentiable design framework. Through joint optimization, this cascaded design yields a 25-fold increase in multiplexing density over single-layer approaches, theoretically enabling 64-channel holographic multiplexing with a tight 4.3-nm spacing in the visible spectrum. Furthermore, we experimentally validate this architecture in the infrared band by utilizing a terahertz-spaced microresonator frequency comb as a multi-wavelength coherent source. This first-of-its-kind integration of differentiable cascaded metasurfaces with on-chip microresonator frequency combs provides a compact, highly efficient pathway for next-generation wavelength-division multiplexing, high-capacity data communications, and integrated photonic systems.
| Original language | English |
|---|---|
| Journal | Advanced Materials |
| DOIs | |
| Publication status | Accepted/In press - 2026 |
| Externally published | Yes |
Keywords
- bottleneck
- computer science
- frequency comb
- holography
- multiplexing
- photonics
- terahertz radiation
- visible spectrum
- wavefront
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