Author

A. Kummer

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

Biology Disciplines

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Bioengineering· 1 Immunology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:experimental assay· 1 Research Focus:host-pathogen & immune response· 1 Organism:mouse· 1 Assay:protein sequence· 1 Assay:proteomics· 1 Research Focus:software / tool· 1

Frequent Co-Authors

B. E. Correia· 1 shared C. R. Weber· 1 shared D. Neumeier· 1 shared E. Ma· 1 shared F. Sesterhenn· 1 shared J. M. Taft· 1 shared K. B. Hoehn· 1 shared L. Csepregi· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 36 mutual co-author links

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1 shared paperImmunology

B. E. Correia

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Author profile →

2 papers

Recent·Most cited

The Physiological Landscape and Specificity of Antibody Repertoires

L. Csepregi, K. B. Hoehn, D. Neumeier, J. M. Taft, S. Friedensohn, C. R. Weber, A. Kummer, F. Sesterhenn, B. E. Correia, S. T. Reddy

This study analyzes antibody repertoires across multiple lymphoid organs in immunized mice, finding that strong humoral responses lead to consolidated, overlapping B-cell clones and a uniform but redundant physiological landscape.

bioRxiv · Sep 15, 2021 · PreprintImmunology

Reimplementing Unirep in JAX

E. Ma, A. Kummer

The paper reimplements the UniRep model in JAX/NumPy to improve performance and provide a convenient API for specialized tasks.

bioRxiv · May 11, 2020 · PreprintBioengineering