Tianyue Yang
Papers

Publications

Papers, preprints, and research threads across AI, physics, chemistry, and adjacent curiosities ✦

Selected Publications

1 entries

Uni-Flow: a unified autoregressive-diffusion model for complex multiscale flows

Xiao Xue, Tianyue Yang, Mingyang Gao, Leyu Pan, Maida Wang, Kewei Zhu, Shuo Wang, Jiuling Li, Marco F. P. ten Eikelder, and Peter V. Coveney

Under Review...
Generative modelling for complex multiscale fluid dynamics.

arXiv ↗

2026

1 entries

Uni-Flow: a unified autoregressive-diffusion model for complex multiscale flows

Xiao Xue, Tianyue Yang, Mingyang Gao, Leyu Pan, Maida Wang, Kewei Zhu, Shuo Wang, Jiuling Li, Marco F. P. ten Eikelder, and Peter V. Coveney

Under Review...
Generative modelling for complex multiscale fluid dynamics.

arXiv ↗

2025

2 entries

Equivariant U-shaped Neural Operators for the Cahn-Hilliard Phase-field Model

Xiao Xue, Marco F.P. ten Eikelder, Tianyue Yang, Yiqing Li, Kan He, Shuo Wang, Peter V. Coveney

Under Review...
Equivariant operator learning for phase-field modelling.

arXiv ↗

Investigating Atomic and Molecular Systems in Ultra-strong Magnetic Fields Using Neural Network Variational Monte Carlo

Tianyue Yang, Sahil Khandelwal

Imperial College London, Department of Physics
Neural network ansatz for VMC in strong magnetic fields.

PDF ↗