Author

Michele Pieroni

Sapienza University of Rome

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· 1

Signature Assays, Organisms & Methods

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Approach:graph neural network· 1 Assay:multiome· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Francesco PetrizzelliiD· 1 shared Manuel MangoniiD· 1 shared Pietro Hiram GuzziiD· 1 shared Salvatore Daniele BiancoiD· 1 shared Tommaso BiaginiiD· 1 shared Tommaso MazzaiD· 1 shared Viviana CaputoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Francesco PetrizzelliORCID

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1 paper

Recent·Most cited

NetMD: Unsupervised Synchronization of Molecular Dynamics Trajectories via Graph Embedding and Time Warping

Manuel Mangoni, Salvatore Daniele Bianco, Francesco Petrizzelli, Michele Pieroni, Pietro Hiram Guzzi, Viviana Caputo, Tommaso Biagini, Tommaso Mazza

NetMD synchronizes and analyzes molecular dynamics trajectories using graph embedding and time warping to reveal shared dynamics and deviations across conditions.

Bioinformatics · Jan 3, 2026Peer-reviewedBioinformatics