Will Dumm

Cape Town HVTN Immunology Laboratory / Hutchinson Centre Research Institute of South Africa

Also affiliated with Fred Hutch Cancer Center

MedicineImmunology and MicrobiologyBiochemistry, Genetics and Molecular Biology

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 9 papers. Top paper: “A Sitewise Model of Natural Selection on Individual Antibodies via a Transformer–Encoder”.

A Sitewise Model of Natural Selection on Individual Antibodies via a Transformer–Encoder

Molecular Biology and Evolution(2025)10.1093/molbev/msaf186

N/A

0.312DataRank · unranked

7 citations

Kevin Sung, Mackenzie M. Johnson, Will Dumm, David Rich, Tyler N. Starr +5 more

Thrifty wide-context models of B cell receptor somatic hypermutation

eLife(2025)10.7554/elife.105471

N/A

0.232DataRank · unranked

3 citations

Mackenzie M. Johnson, Will Dumm, Noah Simon, Hugh K. Haddox, Julia Fukuyama +2 more

Leveraging DAGs to improve context-sensitive and abundance-aware tree estimation

Philosophical Transactions of the Royal Society B Biological Sciences(2025)10.1098/rstb.2023.0315

N/A

0DataRank · unranked

6 citations

Duncan Ralph, William S. DeWitt, A. B. Vora, Tatsuya Araki, Gabriel D. Victora +2 more

Thrifty wide-context models of B cell receptor somatic hypermutation

eLife(2025)10.7554/elife.105471.1

N/A

0DataRank · unranked

5 citations

Mackenzie M. Johnson, Will Dumm, Noah Simon, Hugh K. Haddox, Julia Fukuyama +2 more

Thrifty wide-context models of B cell receptor somatic hypermutation

eLife(2025)10.7554/elife.105471.2

N/A

0DataRank · unranked

0 citations

Mackenzie M. Johnson, Will Dumm, Noah Simon, Hugh K. Haddox, Julia Fukuyama +2 more

The Structure of Deviations From Maximum Parsimony for Densely-Sampled Data and Applications for Clade Support Estimation

IEEE Transactions on Computational Biology and Bioinformatics(2025)10.1109/tcbbio.2025.3595782

N/A

0DataRank · unranked

0 citations

Will Dumm, Mary Barker, Ognian Milanov, Claris Winston, David H Rich +3 more

Representing and extending ensembles of parsimonious evolutionary histories with a directed acyclic graph

Journal of Mathematical Biology(2023)10.1007/s00285-023-02006-3

N/A

0DataRank · unranked

10 citations

Mary Barker, William Howard-Snyder, William S. DeWitt, Frederick A. Matsen, Will Dumm

Thrifty wide-context models of B cell receptor somatic hypermutation

eLife(2025)10.7554/elife.105471.3

N/A

0DataRank · unranked

0 citations

Mackenzie M. Johnson, Will Dumm, Noah Simon, Hugh K. Haddox, Julia Fukuyama +2 more

Thrifty wide-context models of B cell receptor somatic hypermutation

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.11.26.625407

N/A

0DataRank · unranked

2 citations

Mackenzie M. Johnson, Will Dumm, Noah Simon, Hugh K. Haddox, Julia Fukuyama +2 more