Chang Liu

Machine Learning-Driven Real-Time Topology Optimization Under Moving Morphable Component-Based Framework

Xin Lei, Chang Liu, Zongliang Du et al. · Journal of Applied Mechanics · 2018 · 176 citations

Architecture, Computational Engineering, Design Optimization +13

Additive Manufacturing-Oriented Design of Graded Lattice Structures Through Explicit Topology Optimization

Chang Liu, Zongliang Du, Weisheng Zhang et al. · Journal of Applied Mechanics · 2017 · 152 citations

Engineering, Computational Engineering, Materials Engineering +17

A novel asymptotic-analysis-based homogenisation approach towards fast design of infill graded microstructures

Yichao Zhu, Shaoshuai Li, Zongliang Du et al. · Journal of the Mechanics and Physics of Solids · 2018 · 73 citations

Natural Sciences, Materials Engineering, Materials Science +10

A Problem-Independent Machine Learning (PIML) enhanced substructure-based approach for large-scale structural analysis and topology optimization of linear elastic structures

Mengcheng Huang, Tianchen Cui, Chang Liu et al. · Extreme Mechanics Letters · 2023 · 40 citations

Engineering, Computational Engineering, Machine Learning +16

High throughput acoustic microfluidic mixer controls self-assembly of protein nanoparticles with tuneable sizes

Amir Pourabed, Tayyaba Younas, Chang Liu et al. · Journal of Colloid and Interface Science · 2020 · 37 citations

Natural Sciences, Bioengineering, Materials Science +16