Changxi Ma

1. A hybrid deep learning model with 1DCNN-LSTM-Attention networks for short-term traffic flow prediction
   2021/07/24 by Ke Wang, Changxi Ma, Yihuan Qiao +3 · 1 citation
   Computer Science · Engineering · #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques #Traffic control and management
2. Beyond Current Boundaries: Integrating Deep Learning and AlphaFold for Enhanced Protein Structure Prediction from Low-Resolution Cryo-EM Maps
   2024/10/30 by Xin, Changxi Ma, Ma +2 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Computational Physics and Python Applications #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)