104 citations · 134 across the 3 of their papers we have counts for
3 papers
cs.DC2022
Efficient AlphaFold2 Training using Parallel Evoformer and Branch Parallelism
Guoxia Wang, Zhihua Wu, Xiaomin Fang +4
The accuracy of AlphaFold2, a frontier end-to-end structure prediction system, is already close to that of the experimental determination techniques. Due to the complex model archi…
cs.DC2022★ 30 cited
HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddle
Guoxia Wang, Xiaomin Fang, Zhihua Wu +6
Accurate protein structure prediction can significantly accelerate the development of life science. The accuracy of AlphaFold2, a frontier end-to-end structure prediction system, i…
q-bio.BM2022★ 104 cited
HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative
Xiaomin Fang, Fan Wang, Lihang Liu +7
AI-based protein structure prediction pipelines, such as AlphaFold2, have achieved near-experimental accuracy. These advanced pipelines mainly rely on Multiple Sequence Alignments…