Search Results for author: Shenheng Xu

Found 5 papers, 0 papers with code

Multi-frequency Neural Born Iterative Method for Solving 2-D Inverse Scattering Problems

no code implementations2 Sep 2024 Daoqi Liu, Tao Shan, Maokun Li, Fan Yang, Shenheng Xu

The multi-frequency NeuralBIM method explores a novel inversion method for multi-frequency EM data and provides an effective solution for the electromagnetic ISP of multi-frequency data.

Computational Efficiency

Deep-Learning-Empowered Inverse Design for Freeform Reconfigurable Metasurfaces

no code implementations11 Nov 2022 Changhao Liu, Fan Yang, Maokun Li, Shenheng Xu

Recently, artificial neural network empowered inverse design for metasurfaces has been developed that can design on-demand meta-atoms with diverse shapes and high performance, where the design process based on artificial intelligence is fast and automatic.

Deep Learning

Demo: low-power communications based on RIS and AI for 6G

no code implementations21 May 2022 Mingyao Cui, Zidong Wu, Yuhao Chen, Shenheng Xu, Fan Yang, Linglong Dai

By jointly designing the hardware and software, this prototype can realize real-time 4K video transmission with much reduced power consumption.

4k

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