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Author

Xu Xu

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2026

WaveCSI-Net: Adaptive Multi-Resolution Wavelet Network for Massive MIMO CSI Feedback

Massive MIMO relies on accurate CSI feedback, yet existing deep learning methods often neglect frequency characteristics or rely on computationally expensive global attention. Observations across extensive experimental datasets indicate that CSI energy tends to concentrate in dense low-frequency sub-bands, while sparse...

Chao Wang, Ze-Zheng Yang, Haoyu Zhang et al. · 0 citations
Open access Jul 2026

Machine learning-guided genetic algorithm for accelerated screening of Ni–Fe-based OER catalysts and validation by plasma-assisted electrodeposition

This work demonstrates the effectiveness of the ML-GA approach in overcoming data limitations and accelerating the design of high-performance OER catalysts with remarkable OER activity with low overpotentials.

Yina Guo, Yan-Song Zhou, Zhu-Ming Mao et al. · 0 citations

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