Zhenguo Nie

TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain

Zhenguo Nie, Tong Lin, Haoliang Jiang et al. · Journal of Mechanical Design · 2021 · 174 citations

Physical Fields, Boundary Conditions, Engineering +10

Experimental study and modeling of H13 steel deposition using laser hot-wire additive manufacturing

Zhenguo Nie, Gang Wang, James McGuffin-Cawley et al. · Journal of Materials Processing Technology · 2016 · 148 citations

Materials Science, Advanced Laser Processing, Engineering +9

StressGAN: A Generative Deep Learning Model for Two-Dimensional Stress Distribution Prediction

Haoliang Jiang, Zhenguo Nie, Roselyn Yeo et al. · Journal of Applied Mechanics · 2021 · 122 citations · Full text

Artificial Intelligence, Boundary Conditions, Engineering +13

PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer

Tianmu Wang, Zhenguo Nie, Ruijing Wang et al. · Medical & Biological Engineering & Computing · 2023 · 61 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +14

A structure-supporting, self-healing, and high permeating hydrogel bioink for establishment of diverse homogeneous tissue-like constructs

Hongqing Chen, Fei Fei, Xinda Li et al. · Bioactive Materials · 2021 · 60 citations · Full text