no code implementations • 26 Jul 2023 • Chao Zhang, Xinyu Chen, Wensheng Li, Lixue Liu, Wei Wu, DaCheng Tao
In this paper, we measure the linear separability of hidden layer outputs to study the characteristics of deep neural networks.
no code implementations • 2 Dec 2022 • Hao Wang, Lixue Liu, Xueguan Song, Chao Zhang, DaCheng Tao
In tunnel boring machine (TBM) underground projects, an accurate description of the rock-soil types distributed in the tunnel can decrease the construction risk ({\it e. g.} surface settlement and landslide) and improve the efficiency of construction.
no code implementations • 24 Jun 2021 • Lixue Liu, Chao Zhang, DaCheng Tao
Multi-fidelity data fusion (MDF) methods aims to use massive LF samples and small amounts of HF samples to develop an accurate and efficient model for describing the system with a reasonable computation burden.