Concepedia

Umberto Lupo

UL

8

Publications

374

Citations

8

H-Index

2010

Active since

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

SIB Swiss Institute of Bioinformatics

Umberto Lupo is an author at École Polytechnique Fédérale de Lausanne specializing in engineering, molecular biology, and medicine.

Top concepts

MedicineEngineeringMolecular BiologyBioinformaticsSystems BiologyNatural SciencesSequence AlignmentFunctional GenomicsComputational BiologyComputational Linguistics

Publications per year

2010–2024

8

Publications

8

giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and\n Data Exploration

Guillaume Tauzin, Umberto Lupo, Lewis Tunstall et al. · arXiv (Cornell University) · 2020 · 99 citations · Full text

Protein language models trained on multiple sequence alignments learn phylogenetic relationships

Umberto Lupo, Damiano Sgarbossa, Anne‐Florence Bitbol · Nature Communications · 2022 · 63 citations · Full text

On the structure and topography of free-standing chemically modified graphene

Neil R. Wilson, Priyanka Pandey, Richard Beanland et al. · New Journal of Physics · 2010 · 62 citations · Full text

Nanosheet, Engineering, Electron Diffraction +20

giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration

Guillaume Tauzin, Umberto Lupo, Lewis Tunstall et al. · ArODES (HES-SO (https://www.hes-so.ch/)) · 2020 · 51 citations · Full text

Engineering, Machine Learning, Data Exploration +16

Generative power of a protein language model trained on multiple sequence alignments

Damiano Sgarbossa, Umberto Lupo, Anne‐Florence Bitbol · eLife · 2023 · 47 citations · Full text

Engineering, Genetics, Molecular Biology +22

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