Author

L. S. Whitehouse

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

Evolutionary Biology· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:variant calling· 2 Research Focus:benchmarking· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

D. R. Schrider· 2 shared D. D. Ray· 1 shared

Activity by Year

2022-2024 · peak 1/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

Click any collaborator node to inspect or filter shared papers

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

Curved chords = mutual co-authorship

2 shared papersEvolutionary Biology

D. R. Schrider

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Tree sequences as a general-purpose tool for population genetic inference

L. S. Whitehouse, D. D. Ray, D. R. Schrider

The paper proposes a graph convolutional network to directly learn from tree sequences for population genetic inference, showing comparable or better performance than CNNs on benchmark tasks.

bioRxiv · Feb 20, 2024Evolutionary Biology

Timesweeper: Accurately Identifying Selective Sweeps Using Population Genomic Time Series

L. S. Whitehouse, D. R. Schrider

Timesweeper identifies selective sweeps in population genomic time-series data using a convolutional neural network, showing high accuracy and resolution in detecting selected variants and estimating selection coefficients.

bioRxiv · Jul 6, 2022Evolutionary Biology