研究论文
Physics-informed neural networks enable quantitative characterization of viscoelastic properties from shear waves in multiple organs
Ziying Yin, Yuxuan Jiang, Yuxi Guo, Jiayi Pu, Shiyu Ma, Guo-Yang Li, Yanping Cao
Tsinghua University Peking University
来源Journal of the Mechanics and Physics of Solids
年份2025
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生物医学Ultrasound Imaging and Elastography
Ultrasonics and Acoustic Wave Propagation · Seismic Imaging and Inversion Techniques
参考文献 33
An analytic, Fourier domain description of shear wave propagation in a viscoelastic medium using asymmetric Gaussian sources
被引 70Ned C. Rouze, Mark L. Palmeri, Kathryn R. Nightingale · The Journal of the Acoustical Society of America · 2015
A Liquid-to-Solid Phase Transition of the ALS Protein FUS Accelerated by Disease Mutation
被引 3,235Avinash Patel, Hyun O. Lee, Louise Jawerth · Cell · 2015
Two-dimensional shear-wave elastography on conventional ultrasound scanners with time-aligned sequential tracking (TAST) and comb-push ultrasound shear elastography (CUSE)
被引 109Pengfei Song, Michael Macdonald, Russell H. Behler · IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control · 2015
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引用本文 1
Physics‐Informed Neural Networks for Flexoelectric Boundary Value Problems: A Reformulated Architecture for High‐ and Mixed‐Order Electromechanically Coupled Systems
被引 0Yihan Hao, Kai Tan, Leong Hien Poh · International Journal for Numerical Methods in Engineering · 2026
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