Author

Yongqiang Cheng

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Review Sep 2026

Machine learning magnetic interactions from neutron powder diffraction data

This work investigates the effectiveness of a machine learning approach to predict the interaction parameters given magnetic diffuse-scattering data measured on powder samples, for a comprehensive survey of isotropic interactions on eight high-symmetry lattices.

Aditya Desai, Yong-Qiang Cheng, J. Paddison · 1 citation · ⚡1

Open access Jul 2025

Enhancing materials discovery with valence-constrained design in generative modeling

CrysVCD is a modular framework that integrates chemical rules directly into the generative process, enabling orders-of-magnitude more efficient chemical valence checking compared with pure data-driven approaches with post-screening.

Mou-Yang Cheng, Wei-Liang Luo, Hao Tang et al. · Nature Computational Science · 8 citations