5 citations · 5 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2025★ 5 cited
A generative material transformer using Wyckoff representation
Pierre-Paul De Breuck, Hashim A. Piracha, Gian-Marco Rignanese +1
Materials play a critical role in various technological applications. Identifying and enumerating stable compounds, those near the convex hull, is therefore essential. Despite rece…
cond-mat.mtrl-sci2022
A simple denoising approach to exploit multi-fidelity data for machine learning materials properties
Xiaotong Liu, Pierre-Paul De Breuck, Linghui Wang +1
Machine-learning models have recently encountered enormous success for predicting the properties of materials. These are often trained based on data that present various levels of…