Publications

Preprints

[2]
Fast Operator Learning for Mapping Correlations

Yuehaw Khoo, Yuguan Wang, Siyao Yang^*.

arXiv
[1]
Tensor Density Estimator by Convolution-Deconvolution

Yifan Peng, Siyao Yang^*, Yuehaw Khoo, Daren Wang.

arXiv

Published

[12]
Adaptive tensor train metadynamics for high-dimensional free energy exploration

Nils E. Strand, Siyao Yang, Yuehaw Khoo, Aaron R. Dinner^*.

Journal of Chemical Theory and Computation, 22 (11), 5420–5434, 2026.

arXiv
[11]
Accelerated Inchworm Method with Tensor-Train Bath Influence Functional

Geshuo Wang, Yixiao Sun^*, Siyao Yang, Zhenning Cai.

Computer Physics Communications, 325: 110164, 2026.

arXiv
[10]
Time-dependent regularized 13-moment equations with Onsager boundary conditions in the linear regime

Bo Lin, Haoxuan Wang, Siyao Yang^*, Zhenning Cai.

Journal of Fluid Mechanics, 1009, A60, 2025.

arXiv
[9]
Solving Caldeira-Leggett Model by Inchworm Method with Frozen Gaussian Approximation

Geshuo Wang, Siyao Yang^*, Zhenning Cai.

Quantum, 9, 1667, 2025.

arXiv
[8]
Linear regularized 13-moment equations with Onsager boundary conditions for general gas molecules

Zhenning Cai, Manuel Torrilhon, Siyao Yang^*.

SIAM Journal on Applied Mathematics, Vol. 84, No. 1, pp. 215–245, 2024.

arXiv
[7]
The bold-thin-bold diagrammatic Monte Carlo method for open quantum systems

Zhenning Cai, Geshuo Wang, Siyao Yang^*.

SIAM Journal on Scientific Computing, 45(4): A1812–A1843, 2023.

arXiv
[6]
Numerical analysis for inchworm Monte Carlo method: Sign problem and error growth

Zhenning Cai^*, Jianfeng Lu, Siyao Yang.

Mathematics of Computation, 92(341): 1141–1209, 2023.

arXiv
[5]
Fast algorithms of bath calculations in simulations of quantum system-bath dynamics

Zhenning Cai, Jianfeng Lu, Siyao Yang^*.

Computer Physics Communications, 278: 108417, 2022.

arXiv
[4]
Inclusion-exclusion principle for open quantum systems with Bosonic bath

Siyao Yang, Zhenning Cai, Jianfeng Lu^*.

New Journal of Physics, 23: 063049, 2021.

arXiv
[3]
Flows between parallel plates: Analytical solutions of regularized 13-moment equations for inverse-power-law models

Zhicheng Hu, Siyao Yang, Zhenning Cai^*.

Physics of Fluids, 32(12): 122027, 2020.

arXiv
[2]
Inchworm Monte Carlo method for open quantum systems

Zhenning Cai^*, Jianfeng Lu, Siyao Yang.

Communications on Pure and Applied Mathematics, 73(11): 2430–2472, 2020.

arXiv
[1]
Analysis of the residual-type and the gradient recovery-type a posteriori error estimators for a consistent atomistic-to-continuum coupling method in one-dimension

Hao Wang, Siyao Yang^*.

Multiscale Modeling & Simulation, 16 (2), 679–709, 2018.

arXiv

* Corresponding author.