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Zhenguo Nie
Zhenguo Nie
Assistant Professor of Mechanical Engineering at Tsinghua University
Verified email at tsinghua.edu.cn - Homepage
Title
Cited by
Cited by
Year
TopologyGAN: Topology Optimization Using Generative Adversarial Networks Based on Physical Fields Over the Initial Domain
Z Nie, T Lin, H Jiang, LB Kara*
Journal of Mechanical Design 143 (3), 031715, 2021
1792021
Stress Field Prediction in Cantilevered Structures Using Convolutional Neural Networks
Z Nie, H Jiang, LB Kara*
Journal of Computing and Information Science in Engineering 20 (1), 011002, 2020
1752020
Experimental study and modeling of H13 steel deposition using laser hot-wire additive manufacturing
Z Nie, G Wang*, JD McGuffin-Cawley, B Narayanan, S Zhang, D Schwam, ...
Journal of Materials Processing Technology 235, 171-186, 2016
1462016
StressGAN: A Generative Deep Learning Model for Two-Dimensional Stress Distribution Prediction
H Jiang, Z Nie*, R Yeo, AB Farimani, LB Kara
Journal of Applied Mechanics 88 (5), 051005, 2021
872021
A review of spatter in laser powder bed fusion additive manufacturing: In situ detection, generation, effects, and countermeasures
Z Li, H Li, J Yin*, Y Li, Z Nie, X Li, D You, K Guan, W Duan, L Cao, ...
Micromachines 13 (8), 1366, 2022
682022
Structure and stability of hexa-aqua V (III) cations in vanadium redox flow battery electrolytes
M Vijayakumar, L Li, Z Nie, Z Yang, JZ Hu
Physical Chemistry Chemical Physics 14 (29), 10233-10242, 2012
682012
Optimization of part consolidation for minimum production costs and time using additive manufacturing
Z Nie, S Jung, LB Kara, KS Whitefoot*
Journal of Mechanical Design 142 (7), 072001, 2020
482020
A structure-supporting, self-healing, and high permeating hydrogel bioink for establishment of diverse homogeneous tissue-like constructs
H Chen, F Fei, X Li, Z Nie, D Zhou, L Liu, J Zhang, H Zhang, Z Fei*, T Xu*
Bioactive materials 6 (10), 3580-3595, 2021
422021
An in-situ infrared temperature-measurement method with back focusing on surface for creep-feed grinding
D Liu, G Wang*, Z Nie, YK Rong
Measurement 94, 645-652, 2016
342016
Intelligent Robotics and Applications: 14th International Conference, ICIRA 2021, Yantai, China, October 22–25, 2021, Proceedings, Part IV
RS Xin-Jun Liu, Zhenguo Nie, Jingjun Yu, Fugui Xie
Springer Nature, 2021
302021
A Study on Using Image-Based Machine Learning Methods to Develop Surrogate Models of Stamp Forming Simulations
H Zhou, Q Xu, Z Nie, N Li*
Journal of Manufacturing Science and Engineering 144 (2), 021012, 2022
292022
A 3D engineered scaffold for hematopoietic progenitor/stem cell co-culture in vitro
D Zhou, L Chen, J Ding, X Zhang, Z Nie, X Li, B Yang, T Xu
Scientific Reports 10 (1), 11485, 2020
242020
Phase-based constitutive modeling and experimental study for dynamic mechanical behavior of martensitic stainless steel under high strain rate in a thermal cycle
Z Nie, G Wang*, J Yu, D Liu, YK Rong
Mechanics of Materials 101, 160-169, 2016
192016
PneuNet: deep learning for COVID-19 pneumonia diagnosis on chest X-ray image analysis using Vision Transformer
T Wang, Z Nie*, R Wang, Q Xu, H Huang, H Xu, F Xie, XJ Liu
Medical & Biological Engineering & Computing, 1-14, 2023
162023
SuperMeshing: A New Deep Learning Architecture for Increasing the Mesh Density of Physical Fields in Metal Forming Numerical Simulation
Q Xu, Z Nie*, H Xu, H Zhou, HR Attar, N Li, F Xie, XJ Liu
Journal of Applied Mechanics 89 (1), 011002, 2022
162022
A facile, versatile hydrogel bioink for 3D bioprinting benefits long-term subaqueous fidelity, cell viability and proliferation
H Chen, F Fei, X Li, Z Nie, D Zhou, L Liu, J Zhang, H Zhang, Z Fei, T Xu
Regenerative Biomaterials 8 (3), rbab026, 2021
162021
A coupled thermo-mechanical modeling method for predicting grinding residual stress based on randomly distributed abrasive grains
Z Nie, G Wang*, L Wang, Y Rong
Journal of Manufacturing Science and Engineering 141 (8), 081005, 2019
152019
A statistical model of equivalent grinding heat source based on random distributed grains
Z Nie, G Wang*, D Liu, YK Rong
Journal of Manufacturing Science and Engineering 140 (5), 051016, 2018
152018
A scalable coaxial bioprinting technology for mesenchymal stem cell microfiber fabrication and high extracellular vesicle yield
J Chen, D Zhou, Z Nie, L Lu, Z Lin, D Zhou, Y Zhang, X Long, S Fan, T Xu
Biofabrication 14 (1), 015012, 2021
132021
Investigation of modeling on single grit grinding for martensitic stainless steel
Z Nie, G Wang, F Jiang, Y Lin, Y Rong
Journal of Central South University 25 (8), 1862-1869, 2018
132018
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Articles 1–20