5 papers
Permutation invariant multi-scale full quantum neural network wavefunction
Pengzhen Cai, Yubing Qian, Li Deng +8
Solving the intricate quantum behavior of interacting particles is key to unlocking the mysteries of condensed matter, but capturing their complex correlations across different sca…
U-Net Based Image Enhancement for Short-time Muon Scattering Tomography
Haochen Wang, Pei Yu, Liangwen Chen +6
Muon Scattering Tomography (MST) is a promising non-invasive inspection technique, yet the practical application of short-time MST is hindered by poor image quality due to limited…
Improving Muon Scattering Tomography Performance With A Muon Momentum Measurement Scheme
Pei Yu, Ziwen Pan, Jiajia Zhai +10
Muon imaging, especially muon scattering tomography (MST), has recently garnered significant attention. MST measures the magnitude of muon scattering angles inside an object, which…
Muonium Spectroscopy as a Quantum Sensor for Ultralight Axion Dark Matter
Feng Fang, Kim Siang Khaw, Ce Zhang +5
High-intensity muon beams could enable a Muonium-based Axion Search through resonant quantum transitions between Hyperfine states (MASH). Combining theoretical calculations with si…
Neural network study on nuclear ground-state spin distribution within random interaction ensemble
Deng Liu, Alam Noor A, Zhenzhen Qin +1
The distribution of nuclear ground-state spin in the two-body random ensemble (TBRE) is studied by using a general classification neural network (NN) model with the two-body intera…