Liye Lv

A radial basis function-based multi-fidelity surrogate model: exploring correlation between high-fidelity and low-fidelity models

Xueguan Song, Liye Lv, Jie Zhang · Structural and Multidisciplinary Optimization · 2019 · 157 citations

Engineering, High-dimensional Method, Data Science +8

A multi-fidelity surrogate model based on support vector regression

Maolin Shi, Liye Lv, Xueguan Song · Structural and Multidisciplinary Optimization · 2020 · 84 citations

Support Vector Machine, Multi-fidelity Surrogate Model, Statistical Learning Theory +3

An Advanced and Robust Ensemble Surrogate Model: Extended Adaptive Hybrid Functions

Xueguan Song, Liye Lv, Jieling Li et al. · Journal of Mechanical Design · 2018 · 82 citations

Engineering, Hybrid Surrogate Models, Data Surrogate +16

A multi-fidelity surrogate model based on extreme support vector regression: fusing different fidelity data for engineering design

Maolin Shi, Liye Lv, Lizhang Xu · Engineering Computations · 2023 · 49 citations

Esvr Model, Engineering, Machine Learning +19

A multi-fidelity surrogate model based on moving least squares: fusing different fidelity data for engineering design

Shuo Wang, Yin Liu, Qi Zhou et al. · Structural and Multidisciplinary Optimization · 2021 · 40 citations

Design Space Exploration, Engineering, Uncertainty Quantification +10