97 citations · 114 across the 3 of their papers we have counts for
3 papers
stat.ML2019★ 97 cited
A support vector regression-based multi-fidelity surrogate model
Maolin Shi, Shuo Wang, Wei Sun +2
Computational simulations with different fidelity have been widely used in engineering design. A high-fidelity (HF) model is generally more accurate but also more time-consuming th…
eess.SP2019
High-low level support vector regression prediction approach (HL-SVR) for data modeling with input parameters of unequal sample sizes
Maolin Shi, Wei Sun, Xueguan Song +1
Support vector regression (SVR) has been widely used to reduce the high computational cost of computer simulation. SVR assumes the input parameters have equal sample sizes, but une…
physics.geo-ph2018★ 17 cited
Geology prediction based on operation data of TBM: comparison between deep neural network and statistical learning methods
Maolin Shi, Xueguan Song, Wei Sun
Tunnel boring machine (TBM) is a complex engineering system widely used for tunnel construction. In view of the complicated construction environments, it is necessary to predict ge…