Author

Cedric Malherbe

AstraZeneca (United Kingdom)

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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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Assay:protein sequence· 2 Approach:diffusion model· 1 Approach:large language model· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Research Focus:sequence-to-function modeling· 1 Approach:statistical model· 1

Frequent Co-Authors

Talip Uçar· 2 shared Ferran Gonzalez HernandeziD· 1 shared

Activity by Year

2024-2024 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersBioinformatics

Talip Uçar

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2 papers

Recent·Most cited

Exploring Log-Likelihood Scores for Ranking Antibody Sequence Designs

Talip Uçar, Cedric Malherbe, Ferran Gonzalez Hernandez

The paper benchmarks generative models for antibody sequence design using log-likelihood scores and finds they correlate with binding affinities, suggesting their potential for ranking.

bioRxiv · Oct 7, 2024 · PreprintBioinformatics

IgBlend: Unifying 3D Structures and Sequences in Antibody Language Models

Cedric Malherbe, Talip Uçar

IgBlend integrates 3D structures and sequences for antibody language models, outperforming existing models in benchmarks and showing correlation with binding affinities.

bioRxiv · Oct 1, 2024 · PreprintBioinformatics