Protein property prediction based on local environment by 3D equivariant convolutional neural networks
He Chen, Yifan Cheng, Jianqiang Dong, Jie Mao, Xin Wang, Yuan Gao, Yuchao Li, Chengzhi Wang, Qiong Wu
This paper introduces Eq3DCNN, a 3D-CNN model for predicting protein properties based on local environments, showing improved stability and performance in various tasks.
bioRxiv · Feb 7, 2024 · PreprintBioinformatics