Author

William T. Ireland

California Institute of TechnologyORCID 0000-0003-0971-2904Unclaimed ORCID profile · follow to get notified of new preprints

Additional preprints under this name without ORCID

William T. Ireland1 paper

Biology Disciplines

Click to filter author papers

Bioinformatics· 1 Molecular Biology· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Approach:statistical model· 1 Organism:yeast· 1

Frequent Co-Authors

Ammar Tareen· 2 shared Justin B. KinneyiD· 2 shared Anna Posfai· 1 shared Bruce StillmaniD· 1 shared Christian SpeckiD· 1 shared David M. McCandlishiD· 1 shared Huilin LiiD· 1 shared Leemor Joshua‐ToriD· 1 shared

Activity by Year

2020-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 30 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

2 shared papersBioinformatics

Ammar Tareen

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BioinformaticsGenome biologyPeer-reviewedApr 15, 2022

MAVE-NN: learning genotype-phenotype maps from multiplex assays of variant effect

Ammar Tareen, Mahdi Kooshkbaghi, Anna Posfai…·Justin B. Kinney

MAVE-NN learns genotype-phenotype maps from MAVE data by using a neural network-based information-theoretic framework, enabling biophysically interpretable models.

84 citationstop 2%

machine learning (classical)benchmarking

𝕏 PostBluesky

Molecular BiologyNature CommunicationsPeer-reviewedOct 14, 2020

Evolution of DNA Replication Origin Specification and Gene Silencing Mechanisms

Yixin Hu, Ammar Tareen, Yi-Jun Sheu…·Bruce Stillman

The paper identifies sequence-specificity in DNA replication origins mediated by Orc4 α-helix in S. cerevisiae and links its evolution to gene silencing mechanisms.

37 citations

yeastDNA methylation

𝕏 PostBluesky