Publications (9)
A Survey on Large Language Models for Mathematical Reasoning
Peng-Yuan Wang, Tian-Shuo Liu, Chenyang Wang +8
Mathematical reasoning has long represented one of the most fundamental and challenging frontiers in artificial intelligence research. In recent years, large language models (LLMs)…
From Hopf-Lax formula to optimal weak transfer plan
Shu Yan
We study the properties of Hopf-Lax formula restricted to convex functions and characterize the optimal transfer plan for weak transport problem.
Fourier-Latent Diffusion for Constrained Generation of Triply Periodic Minimal Surfaces
Shu Yan, Bohan Wang
We propose a diffusion-based generative framework for controllable generation of triply periodic minimal surface (TPMS) structures with low residual mean curvature. Existing TPMS g…
PC-NCLaws: Physics-Embedded Conditional Neural Constitutive Laws for Elastoplastic Materials
Xueguang Xie, Shu Yan, Shiwen Jia +4
While data-driven methods offer significant promise for modeling complex materials, they often face challenges in generalizing across diverse physical scenarios and maintaining phy…
Phase diagram and optimal switching induced by spin Hall effect in a perpendicular magnetic layer
Shu Yan, Ya. B. Bazaliy
In a ferromagnet/heavy-metal bilayer device with strong spin Hall effect an in-plane current excites magnetic dynamics through spin torque. We analyze bilayers with perpendicular m…
Identification of highly susceptible individuals in complex networks
Shaoting Tang, Xian Teng, Sen Pei +2
Identifying highly susceptible individuals in spreading processes is of great significance in controlling outbreaks. In this paper, we explore the susceptibility of people in susce…