Andrea Maria Chiariello

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Computational Model

Experimental Data

Machine Learning

Biological Plausibility

Top Venues

Euro-Par Workshops

Int. J. Parallel Emergent Distributed Syst.

Nucleic Acids Res.

Publications

Mattia Conte, Andrea Esposito, Luca Fiorillo, Raffaele Campanile, Carlo Annunziatella, Alfonso Corrado, Maria Gabriella Chiariello, Simona Bianco, Andrea Maria Chiariello
Efficient computational implementation of polymer physics models to explore chromatin structure. Int. J. Parallel Emergent Distributed Syst. 37 (1) (2022)
Mattia Conte, Andrea Maria Chiariello, Alex Abraham, Simona Bianco, Andrea Esposito, Mario Nicodemi, Tommaso Matteuzzi, Francesca Vercellone
Polymer Models of Chromatin Imaging Data in Single Cells. Algorithms 15 (9) (2022)
Polina Belokopytova, Emil Viesná, Mateusz Chilinski, Yifeng Qi, Hossein Salari, Marco Di Stefano, Andrea Esposito, Mattia Conte, Andrea Maria Chiariello, Vladimir B. Teif, Dariusz Plewczynski, Bin Zhang, Daniel Jost, Veniamin Fishman
3DGenBench: a web-server to benchmark computational models for 3D Genomics. Nucleic Acids Res. 50 (W1) (2022)
Luca Fiorillo, Mattia Conte, Andrea Esposito, Francesco Musella, Francesco Flora, Andrea Maria Chiariello, Simona Bianco
Analysis of Genome Architecture Mapping Data with a Machine Learning and Polymer-Physics-Based Tool. Euro-Par Workshops (2020)
Mattia Conte, Andrea Esposito, Luca Fiorillo, Carlo Annunziatella, Alfonso Corrado, Francesco Musella, Renato Sciarretta, Andrea Maria Chiariello, Simona Bianco
Hybrid Machine Learning and Polymer Physics Approach to Investigate 3D Chromatin Structure. Euro-Par Workshops (2019)
Simona Bianco, Carlo Annunziatella, Andrea Esposito, Luca Fiorillo, Mattia Conte, Raffaele Campanile, Andrea Maria Chiariello
Understanding Chromatin Structure: Efficient Computational Implementation of Polymer Physics Models. Euro-Par Workshops (2018)