533 citations · 1.1k across the 53 of their papers we have counts for
4 papers · 1 filter
Influenza Modeling Based on Massive Feature Engineering and International Flow Deconvolution
Ziming Liu, Yixuan Wang, Zizhao Han +1
In this article, we focus on the analysis of the potential factors driving the spread of influenza, and possible policies to mitigate the adverse effects of the disease. To be prec…
Quantum-Inspired Hamiltonian Monte Carlo for Bayesian Sampling
Ziming Liu, Zheng Zhang
Hamiltonian Monte Carlo (HMC) is an efficient Bayesian sampling method that can make distant proposals in the parameter space by simulating a Hamiltonian dynamical system. Despite…
Multi-PCA based Fault Detection Model Combined with Prior knowledge of HVAC
Ziming Liu, Xiaobo Liu
The traditional PCA fault detection methods completely depend on the training data. The prior knowledge such as the physical principle of the system has not been taken into account…
Principal Component Analysis of collective flow in Relativistic Heavy-Ion Collisions
Ziming Liu, Wenbin Zhao, Huichao Song
In this paper, we implement Principal Component Analysis (PCA) to study the single particle distributions generated from thousands of {\tt VISH2+1} hydrodynamic simulations with an…