Search Results for author: L. K. Ang

Found 3 papers, 1 papers with code

Stack operation of tensor networks

1 code implementation28 Mar 2022 Tianning Zhang, Tianqi Chen, Erping Li, Bo Yang, L. K. Ang

The tensor network, as a facterization of tensors, aims at performing the operations that are common for normal tensors, such as addition, contraction and stacking.

Tensor Networks

SUTD-PRCM Dataset and Neural Architecture Search Approach for Complex Metasurface Design

no code implementations24 Feb 2022 Tianning Zhang, Yee Sin Ang, Erping Li, Chun Yun Kee, L. K. Ang

For metasurfaces, it is difficult to make quantitative comparisons between different ML models without having a common and yet complex dataset used in many disciplines like image classification.

Benchmarking Image Classification +1

Deep learning-based design of broadband GHz complex and random metasurfaces

no code implementations16 Sep 2021 Tianning Zhang, Chun Yun Kee, Yee Sin Ang, L. K. Ang

We are interested to explore the limit in using deep learning (DL) to study the electromagnetic response for complex and random metasurfaces, without any specific applications in mind.

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