Search Results for author: Tianning Zhang

Found 4 papers, 2 papers with code

FengWu: Pushing the Skillful Global Medium-range Weather Forecast beyond 10 Days Lead

1 code implementation6 Apr 2023 Kang Chen, Tao Han, Junchao Gong, Lei Bai, Fenghua Ling, Jing-Jia Luo, Xi Chen, Leiming Ma, Tianning Zhang, Rui Su, Yuanzheng Ci, Bin Li, Xiaokang Yang, Wanli Ouyang

We present FengWu, an advanced data-driven global medium-range weather forecast system based on Artificial Intelligence (AI).

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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