10 citations · 17 across the 3 of their papers we have counts for
3 papers
Capsule Networks for Protein Structure Classification and Prediction
Dan Rosa de Jesus, Julian Cuevas, Wilson Rivera +1
Capsule Networks have great potential to tackle problems in structural biology because of their attention to hierarchical relationships. This paper describes the implementation and…
A Spatial Mapping Algorithm with Applications in Deep Learning-Based Structure Classification
Thomas Corcoran, Rafael Zamora-Resendiz, Xinlian Liu +1
Convolutional Neural Network (CNN)-based machine learning systems have made breakthroughs in feature extraction and image recognition tasks in two dimensions (2D). Although there i…
In-Situ Data Analysis of Protein Folding Trajectories
Travis Johnston, Boyu Zhang, Adam Liwo +2
The transition from petascale to exascale computers is characterized by substantial changes in the computer architectures and technologies. The research community relying on comput…