方 向:生物力学与智能诊疗、心血管生物力学,联系方式:yuxianglong152@sina.com
主要成果:致力于计算力学和生物医学交叉融合的研究,聚焦于人工智能辅助下心血管疾病的诊断和评估。以第一作者或通讯作者在Comput Meth Appl Mech Eng、Int J Numer Meth Eeg(两篇)、Comput Mech、Eeg Anal Bound Elem等国际计算力学权威期刊发表论文5篇。
【主要论文】
1. X.P. Zhou, X.L. Yu*, Transfer learning enhanced nonlocal energy-informed neural network for quasi-static fracture in rock-like materials, Computer Methods in Applied Mechanics and Engineering, 2024. (JCR Q1, IF 6.9)
2. X.L. Yu, X.P. Zhou, A nonlocal energy-informed neural network based on peridynamics for elastic solids with discontinuities, Computational Mechanics, 2024, 73(2):233-255. (JCR Q1, IF 3.7)
3. X.L. Yu, X.P. Zhou, A nonlocal energy-informed neural network for peridynamic correspondence material models, Engineering Analysis with Boundary Elements, 2024, 160: 273-297. (JCR Q1, IF 4.2)
4. X.L. Yu, X.P. Zhou, A nonlocal energy-informed neural network for isotropic elastic solids with cracks under thermomechanical loads, International Journal for Numerical Methods in Engineering, 2023, 124(18): 3935-3963. (JCR Q1, IF 2.7)
5. X.L. Yu, X.P. Zhou, A data-driven bond-based peridynamic model derived from group method of data handling neural network with genetic algorithm, International Journal for Numerical Methods in Engineering. 2022, 123(22): 5618–5651. (JCR Q1, IF 2.7)