Author

Nhat Khang Ngo

FPT UniversityORCID 0009-0004-8762-9457Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:protein design· 1 Assay:protein sequence· 1 Approach:variational autoencoder· 1

Frequent Co-Authors

Thanh V. T. Tran· 1 shared Truong Son HyiD· 1 shared Viet Thanh Duy NguyeniD· 1 shared

Activity by Year

2024-2024 · 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

Thanh V. T. Tran

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

Latent-based Directed Evolution accelerated by Gradient Ascent for Protein Sequence Design

Nhat Khang Ngo, Thanh V. T. Tran, Viet Thanh Duy Nguyen, Truong Son Hy

This paper introduces LDE, a variational autoencoder-based method for protein sequence design that improves efficiency by prioritizing high-fitness mutants in latent space, outperforming baselines on eight tasks.

bioRxiv · Apr 13, 2024 · PreprintBioinformatics