4 citations · 6 across the 4 of their papers we have counts for
4 papers
Automated architectural space layout planning using a physics-inspired generative design framework
Zhipeng Li, Sichao Li, Geoff Hinchcliffe +2
The determination of space layout is one of the primary activities in the schematic design stage of an architectural project. The initial layout planning defines the shape, dimensi…
Current progress in corrosion of multi principal element alloys
M. Ghorbani, Z. Li, Y. Qiu +9
Whilst multi-principal element alloys (MPEAs) remain a promising class of materials owing to several attractive mechanical properties, their corrosion performance is also unique. I…
NSGAN: A Non-Dominant Sorting Optimisation-Based Generative Adversarial Design Framework for Alloy Discovery
Zhipeng Li, Nick Birbilis
The design and discovery of new materials is fundamental to advancing scientific and technological innovation. The recent emergence of the materials genome concept holds great prom…
Revolutionising inverse design of magnesium alloys through generative adversarial networks
Marzie Ghorbani, Zhipeng Li, Nick Birbilis
The utility of machine learning (ML) techniques in materials science has accelerated materials design and discovery. However, the accuracy of ML models - particularly deep neural n…