Author

Han Peng

Institution: Hong Kong University of Science and Technology

Observed institution: Hong Kong University of Science and Technology

ORCID: 0009-0002-9941-4969

Observed ORCID: 0009-0002-9941-4969

OpenAlex ID: A5115855474

Efficient, scalable emulation of stochastic simulators: A mixture density network based surrogate modeling framework

2025 · Han Peng, Jize Zhang · Reliability Engineering & System Safety · 26

Parallel Multifidelity Design of Experiment Strategy Considering Low-Fidelity Simulation Feasibility

2025 · Fei Ding, Han Peng, et al. · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering · 5

Vortex state transitions in deep street canyons enabled by an automated large language model workflow

2026 · Daniel Ziyue Peng, Bo Liu, et al. · Physics of Fluids · 2

Accelerating Seismic Response Distribution Estimation With Scalable Mixture Density Network Stochastic Surrogate Models

2025 · Han Peng, Alexandros A. Taflanidis, et al. · Earthquake Engineering & Structural Dynamics · 2

Efficient importance sampling for stochastic simulators using adaptive mixture density networks

2026 · Han Peng, Jize Zhang · Structural Safety · 1

Seismic performance of a prefabrication-friendly through-column RCS joint

2026 · Qiyang Tan, Xiaozhe Su, et al. · Structures

Physics-informed sensor placement for street canyon wind field reconstruction

2026 · Wenjun Jiang, Daniel Ziyue Peng, et al. · Sustainable Cities and Society

Bayesian probability density evolution method for reliability analysis with stepwise uncertainty reduction

2026 · Tong Zhou, Xujia Zhu, et al. · Reliability Engineering & System Safety

Efficient Surrogate Modeling and Reliability Analysis of Stochastic Simulators

2026 · Han Peng

Works count: 9

Citation count: 36

H-index: 2

I10-index: 1