60 citations · 114 across the 5 of their papers we have counts for
5 papers
HiDeNN-PGD: reduced-order hierarchical deep learning neural networks
Lei Zhang, Ye Lu, Shaoqiang Tang +1
This paper presents a proper generalized decomposition (PGD) based reduced-order model of hierarchical deep-learning neural networks (HiDeNN). The proposed HiDeNN-PGD method keeps…
Construction of a minimum energy path for the VT flash model by an exponential time differencing scheme with the string method
Yuze Zhang, Yiteng Li, Lei Zhang +1
Phase equilibrium calculation, also known as flash calculation, plays significant roles in various aspects of petroleum and chemical industries. Since Michelsen proposed his milest…
Searching the solution landscape by generalized high-index saddle dynamics
Jianyuan Yin, Bing Yu, Lei Zhang
We introduce a generalized numerical algorithm to construct the solution landscape, which is a pathway map consisting of all stationary points and their connections. Based on the h…
Reasoning about Block-based Cloud Storage Systems
Zhao Jin, Hanpin Wang, Lei Zhang +3
Owing to the massive growth in the storage demands of big data, Cloud Storage Systems (CSSs) have been put forward to improve the storage capacity. Compared with traditional storag…
Optimizing the MapReduce Framework on Intel Xeon Phi Coprocessor
Mian Lu, Lei Zhang, Huynh Phung Huynh +5
With the ease-of-programming, flexibility and yet efficiency, MapReduce has become one of the most popular frameworks for building big-data applications. MapReduce was originally d…