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20232026
most citedLearning to Reconstruct Accelerated MRI Through K-space Cold Diffusion without Noise

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physics.app-ph2026

Physics-Aware Machine-Learning-Driven Inverse Design of Broadband Ultra-Open Acoustic Metamaterials

Zhiwei Yang, Mengyu Li, Xiaohang Xie +3

Ventilated acoustic silencers combing sound attenuation with high ventilation are pivotal for advanced noise control. However, balancing attenuation, bandwidth, openness, and thick…