LightRoseTTA: High‐Efficient and Accurate Protein Structure Prediction Using a Light‐Weight Deep Graph Model

LightRoseTTA: High‐Efficient and Accurate Protein Structure Prediction Using a Light‐Weight Deep Graph Model

Abstract Accurately predicting protein structure, from sequences to 3D structures, is of great significance in biological research. To tackle this issue, a representative deep big model, RoseTTAFold, is proposed with promising success. Here, “a light‐weight deep graph network, named LightRoseTTA,” i...

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Bibliographic Details
Main Authors: Xudong Wang, Tong Zhang, Guangbu Liu, Zhen Cui, Zhiyong Zeng, Cheng Long, Wenming Zheng, Jian Yang
Format: Article
Language:English
Published: Wiley 2025-05-01
Series:Advanced Science
Subjects:
graph neural network
light‐weight deep learning model
protein structure prediction
Online Access:https://doi.org/10.1002/advs.202309051
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