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Light manipulation through synthetic dimensions
Deep learning empowers light manipulation in a synthetic dimension.
Light manipulation through synthetic dimensions
by Clarence Oxford
Los Angeles CA (SPX) Mar 21, 2024

Synthetic dimensions (SDs) are at the forefront of physics research, promising a new understanding and manipulating light beyond the confines of traditional three-dimensional space. Utilized in topological photonics, SDs pave the way for exploring complex phenomena such as quantum Hall physics and topological phase transitions in spaces that exceed our usual three dimensions. Researchers aim to utilize SDs for creating advanced systems with capabilities like synthetic gauge fields and discrete solitons, potentially revolutionizing fundamental physics.

Traditional challenges in creating complex lattice structures with specific couplings in 3D are addressed by SDs, which facilitate the construction of elaborate networks of resonators. These networks have enabled demonstrations of concepts like non-Hermitian topological winding and parity-time symmetry. By leveraging various system parameters, such as frequency and spatial modes, SDs are instrumental in advancing applications from optical communications to the development of topological insulator lasers.

The aspiration for a "utopian" network, where modes can be precisely coupled, drives research in this area. This ambition focuses on enhancing photonic system capabilities, including data transmission and laser efficiency.

Recent findings, published in Advanced Photonics, showcase an international collaboration's success in creating waveguide arrays that establish synthetic modal dimensions for controlled light manipulation. Professor Zhigang Chen from Nankai University highlights the achievement of modulating light modes within these arrays, edging closer to the envisioned "utopian" networks. By employing artificial neural networks (ANNs) to design these arrays, the team achieved desired light propagation patterns and demonstrated topological control of light using a Su-Schrieffer-Heeger (SSH) lattice.

This research not only advances the design and fabrication of photonic devices but also opens the door to exploring physics beyond geometrical limitations. Professor Hrvoje Buljan of the University of Zagreb emphasizes the broader implications for mode lasing, quantum optics, and data transmission. The integration of topological and synthetic dimension photonics, powered by deep learning, heralds a new era of material and device innovation.

Research Report:"Deep-learning-empowered synthetic dimension dynamics: morphing of light into topological modes,"

Related Links
SPIE--International Society for Optics and Photonics
Stellar Chemistry, The Universe And All Within It

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