Author

M. De Leonardis

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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Biophysics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Organism:human· 1 Assay:proteomics· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

A. Pagnani· 1 shared G. Uguzzoni· 1 shared J. Fernandez-de-Cossio-Diaz· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperBiophysics

A. Pagnani

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1 paper

Recent·Most cited

Unsupervised modeling of mutational landscapes of adeno-associated viruses viability

M. De Leonardis, J. Fernandez-de-Cossio-Diaz, G. Uguzzoni, A. Pagnani

This paper introduces a biophysically-inspired model to predict the viability of AAV2 capsid variants using DMS data, evaluating its performance on log-selectivity and binary classification.

bioRxiv · Oct 26, 2023Biophysics