Vien Minh Nguyen‐Thanh

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 et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 1.9K citations · Full text

Engineering, Computational Engineering, Computer Science +17

A deep energy method for finite deformation hyperelasticity

Vien Minh Nguyen‐Thanh, Xiaoying Zhuang, Timon Rabczuk · European Journal of Mechanics - A/Solids · 2019 · 302 citations

Engineering, Mechanical Engineering, Physics +14

Parametric deep energy approach for elasticity accounting for strain gradient effects

Vien Minh Nguyen‐Thanh, Cosmin Anitescu, Naif Alajlan et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 220 citations

Engineering, Materials Engineering, Mechanical Engineering +16

A Virtual Element Method for 2D linear elastic fracture analysis

Vien Minh Nguyen‐Thanh, Xiaoying Zhuang, H. Nguyen‐Xuan et al. · Computer Methods in Applied Mechanics and Engineering · 2018 · 87 citations · Full text

Engineering, Computational Engineering, Mechanical Engineering +14

A surrogate model for computational homogenization of elastostatics at finite strain using high‐dimensional model representation‐based neural network

Vien Minh Nguyen‐Thanh, Lu Trong Khiem Nguyen, Timon Rabczuk et al. · International Journal for Numerical Methods in Engineering · 2020 · 57 citations · Full text

Engineering, Computational Engineering, Mechanical Engineering +17