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MetaNet: a new paradigm for data sharing in photonics research
Optics Express
|May 15, 2020
Summary
MetaNet is a new online database promoting collaboration in photonics engineering. It provides access to photonic device designs and optimization algorithms, accelerating development in the field.
Area of Science:
- Photonics engineering
- Computational electromagnetics
- Materials science
Background:
- Optimization methods are crucial in photonics, but community efforts are fragmented.
- Lack of coordination hinders algorithm benchmarking and access to optimized device designs.
Purpose of the Study:
- Introduce MetaNet, an online database to foster collaboration in photonics design.
- Promote coordinated research and development of optimization algorithms for photonic devices.
Main Methods:
- Developed MetaNet, an online repository for photonic devices and design codes.
- Uploaded over 100,000 metagrating device layouts.
- Included source code for local and global topology optimization algorithms.
Main Results:
- Established a centralized database of photonic devices and optimization code.
- Enabled visualization of optimized device distributions for various methods.
- Facilitated access to a large dataset of metagrating designs.
Conclusions:
- MetaNet is expected to expedite algorithm development in photonics design.
- The database will enhance coordination and collaboration within the photonics community.
- Facilitates benchmarking and accessibility of optimization-based photonic device designs.
