BECCHI, MATTEO

BECCHI, MATTEO  

Dipartimento Scienza Applicata e Tecnologia  

098300  

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A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information / Martino, Simone; Doria, Domiziano; Lionello, Chiara; Becchi, Matteo; Pavan, Giovanni M. - In: MACHINE LEARNING: SCIENCE AND TECHNOLOGY. - ISSN 2632-2153. - 6:3(2025). [10.1088/2632-2153/adfa66] 1-gen-2025 Martino, SimoneDoria, DomizianoLionello, ChiaraBecchi, MatteoPavan, Giovanni M Martino_2025_Mach._Learn.__Sci._Technol._6_035039.pdf
Data-driven assessment of optimal spatiotemporal resolutions for information extraction in noisy time series data / Doria, Domiziano; Martino, Simone; Becchi, Matteo; Pavan, Giovanni M.. - In: JOURNAL OF CHEMICAL PHYSICS ONLINE. - ISSN 1089-7690. - 162:23(2025). [10.1063/5.0261449] 1-gen-2025 Domiziano DoriaSimone MartinoMatteo BecchiGiovanni M. Pavan JCP25-AR-00358.pdf2412.13741v4.pdf234110_1_5.0261449.pdf
Relevant, Hidden, and Frustrated Information in High-Dimensional Analyses of Complex Dynamical Systems with Internal Noise / Lionello, Chiara; Becchi, Matteo; Martino, Simone; Pavan, Giovanni M.. - In: JOURNAL OF CHEMICAL THEORY AND COMPUTATION. - ISSN 1549-9618. - 21:14(2025), pp. 6683-6697. [10.1021/acs.jctc.5c00374] 1-gen-2025 Chiara LionelloMatteo BecchiSimone MartinoGiovanni M. Pavan 2412.09412v5_compressed.pdflionello-et-al-2025-relevant-hidden-and-frustrated-information-in-high-dimensional-analyses-of-complex-dynamical.pdf
Layer-by-layer unsupervised clustering of statistically relevant fluctuations in noisy time-series data of complex dynamical systems / Becchi, Matteo; Fantolino, Federico; Pavan, Giovanni M.. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - 121:33(2024). [10.1073/pnas.2403771121] 1-gen-2024 Becchi, MatteoFantolino, FedericoPavan, Giovanni M. PREPRINT2402.07786v5-compressed.pdfpavan-et-al-2024-layer-by-layer-unsupervised-clustering-of-statistically-relevant-fluctuations-in-noisy-time-series-1.pdfPaperPublished-compressed _1_7.pdfPaperPublished-compressed _8_12.pdf
Density-tunable pathway complexity in a minimalistic self-assembly model / Becchi, Matteo; Capelli, Riccardo; Perego, Claudio; Pavan, Giovanni M.; Micheletti, Cristian. - In: SOFT MATTER. - ISSN 1744-683X. - 18:(2022), pp. 8106-8116. [10.1039/D2SM00968D] 1-gen-2022 Becchi,MatteoCapelli,RiccardoPavan,Giovanni M. + Becchietal2022-postprint-accepted.pdfBecchietal2022-postprint-published.pdf