A comparative study on the most effective machine learning model for blast loading prediction: From GBDT to Transformer
Published in Engineering Structures, 2023
This paper is a comparative study of commonly used machine learning approach for blast loading prediction, in which we demonstrate the Transformer network achieves the best prediction accuracy.
Recommended citation: Li, Qilin, Yang Wang, Yanda Shao, Ling Li, and Hong Hao. “A comparative study on the most effective machine learning model for blast loading prediction: From GBDT to Transformer.” Engineering Structures 276 (2023): 115310.
Recommended citation: Li, Qilin, Yang Wang, Yanda Shao, Ling Li, and Hong Hao. "A comparative study on the most effective machine learning model for blast loading prediction: From GBDT to Transformer." Engineering Structures 276 (2023): 115310.
Paper | Code