基于深度学习的低场NMR弛豫时间谱反演新方法

刘可文, 姜予康, 陈方, 陈俊飞, 卢媛, 陈黎, 刘朝阳

A Deep Learning-based Method for LF-NMR Relaxation Time Spectrum Inversion

LIU Kewen, JIANG Yukang, CHEN Fang, CHEN Junfei, LU Yuan, CHEN Li, LIU Chaoyang

图6 不同信噪比条件下UDMCA和ATT-CNN反演性能对比. (a)均方误差；(b)决定系数

Fig. 6 Comparison of inversion performance between UDMCA and ATT-CNN under different SNR conditions. (a) MSE; (b) R2