Author

Shahab Shams

The University of Texas at Dallas

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

Eyal AkivaiD· 1 shared Geoffroy Dubourg-Felonneau· 1 shared Lawrence Lee· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Eyal AkivaORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintDec 8, 2021

Protein Organization with Manifold Exploration and Spectral Clustering

Geoffroy Dubourg-Felonneau, Shahab Shams, Eyal Akiva, Lawrence Lee

The paper introduces an unsupervised method using Transformer models, UMAP, and spectral clustering to organize protein sequences into biologically meaningful clusters.

2 citations

protein sequencedeep learning

𝕏 PostBluesky