Minliang Liu

Minliang Liu

Georgia Institute of Technology - Atlanta / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1417858
person_outline Minliang Liu's MOST POPULAR ARTICLES
1-) A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysisL Liang, M Liu, C Martin, W SunJournal of The Royal Society Interface 15 (138), 20170844, 20182542018
2-) A machine learning approach to investigate the relationship between shape features and numerically predicted risk of ascending aortic aneurysmL Liang*, M Liu*, C Martin, JA Elefteriades, W SunBiomechanics and modeling in mechanobiology 16 (5), 1519-1533, 20171142017
3-) A generic physics-informed neural network-based constitutive model for soft biological tissuesM Liu, L Liang, W SunComputer Methods in Applied Mechanics and Engineering 372, 113402, 2020752020
4-) Estimation of in vivo constitutive parameters of the aortic wall using a machine learning approachM Liu, L Liang, W SunComputer Methods in Applied Mechanics and Engineering 347, 201-217, 2019842019
5-) A deep learning approach to estimate chemically-treated collagenous tissue nonlinear anisotropic stress-strain responses from microscopy imagesL Liang, M Liu, W SunActa Biomaterialia 63, 227-235, 2017652017