A Virtual Element Method for 2D linear elastic fracture analysis. - Vien Minh Nguyen-Thanh; Xiaoying Zhuang; Hung Nguyen-Xuan 001; Timon Rabczuk; Peter Wriggers (CoRR, 2018)

A surrogate model for computational homogenization of elastostatics at finite strain using the HDMR-based neural network approximator. - Vien Minh Nguyen-Thanh; Lu Trong Khiem Nguyen; Timon Rabczuk; Xiaoying Zhuang (CoRR, 2019)

An Energy Approach to the Solution of Partial Differential Equations in Computational Mechanics via Machine Learning: Concepts, Implementation and Applications. - Esteban Samaniego; Cosmin Anitescu; Somdatta Goswami; Vien Minh Nguyen-Thanh; Hongwei Guo; Khader Hamdia; Timon Rabczuk; Xiaoying Zhuang (CoRR, 2019)