Using Attention-UNet Models to Predict Protein Contact Maps
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Computational Biology"
DOI: 10.1089/cmb.2023.0102
Abstract: Proteins are essential to life, and understanding their intrinsic roles requires determining their structure. The field of proteomics has opened up new opportunities by applying deep learning algorithms to large databases of solved protein structures.… read more here.
Keywords: contact maps; attention unet; using attention; protein contact ... See more keywords
Classifying reservoir facies using attention-based residual neural networks
Sign Up to like & getrecommendations! Published in 2025 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.2977
Abstract: The accurate classification of reservoir facies remains a fundamental challenge in petroleum geoscience, with significant implications for resource extraction efficiency and reservoir characterization. Traditional approaches relying on manual interpretation and conventional machine learning methods often… read more here.
Keywords: facies using; using attention; reservoir facies; reservoir ... See more keywords