3 citations · 3 across the 4 of their papers we have counts for
4 papers
Quality analysis and evaluation prediction of RAG retrieval based on machine learning algorithms
Ruoxin Zhang, Zhizhao Wen, Chao Wang +3
With the rapid evolution of large language models, retrieval enhanced generation technology has been widely used due to its ability to integrate external knowledge to improve outpu…
GPU Memory Requirement Prediction for Deep Learning Task Based on Bidirectional Gated Recurrent Unit Optimization Transformer
Chao Wang, Zhizhao Wen, Ruoxin Zhang +2
In response to the increasingly critical demand for accurate prediction of GPU memory resources in deep learning tasks, this paper deeply analyzes the current research status and i…
Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model
Zhizhao Wen, Ruoxin Zhang, Chao Wang
Aiming at the critical role of SSD health state prediction in data reliability assurance, this study proposes a hybrid BiGRU-MHA model that incorporates a multi-head attention mech…
Dynamic Analysis of Nonlinear Civil Engineering Structures using Artificial Neural Network with Adaptive Training
Xiao Pan, Zhizhao Wen, T. Y. Yang
Dynamic analysis of structures subjected to earthquake excitation is a time-consuming process, particularly in the case of extremely small time step required, or in the presence of…