367 citations · 857 across the 15 of their papers we have counts for
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cs.CE2020★ 367 cited
Deep Generative Modeling for Mechanistic-based Learning and Design of Metamaterial Systems
Liwei Wang, Yu-Chin Chan, Faez Ahmed +3
Metamaterials are emerging as a new paradigmatic material system to render unprecedented and tailorable properties for a wide variety of engineering applications. However, the inve…
cs.CE2020★ 5 cited
Data-Driven Topology Optimization with Multiclass Microstructures using Latent Variable Gaussian Process
Liwei Wang, Siyu Tao, Ping Zhu +1
The data-driven approach is emerging as a promising method for the topological design of multiscale structures with greater efficiency. However, existing data-driven methods mostly…
cs.CE2020★ 47 cited
METASET: Exploring Shape and Property Spaces for Data-Driven Metamaterials Design
Yu-Chin Chan, Faez Ahmed, Liwei Wang +1
Data-driven design of mechanical metamaterials is an increasingly popular method to combat costly physical simulations and immense, often intractable, geometrical design spaces. Us…