Ph.D. candidate in Scienza E Tecnologia Dei Materiali , 40th cycle (2024-2027)
Department of Applied Science and Technology (DISAT)
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Latest publications View all publications in Porto@Iris
- Martino, Simone; Doria, Domiziano; Lionello, Chiara; Becchi, Matteo; Pavan, Giovanni M (2025)
A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information. In: MACHINE LEARNING: SCIENCE AND TECHNOLOGY, vol. 6. ISSN 2632-2153
Contributo su Rivista - Doria, Domiziano; Martino, Simone; Becchi, Matteo; Pavan, Giovanni M. (2025)
Data-driven assessment of optimal spatiotemporal resolutions for information extraction in noisy time series data. In: JOURNAL OF CHEMICAL PHYSICS ONLINE, vol. 162. ISSN 1089-7690
Contributo su Rivista - Lionello, Chiara; Becchi, Matteo; Martino, Simone; Pavan, Giovanni M. (2025)
Relevant, Hidden, and Frustrated Information in High-Dimensional Analyses of Complex Dynamical Systems with Internal Noise. In: JOURNAL OF CHEMICAL THEORY AND COMPUTATION, vol. 21, pp. 6683-6697. ISSN 1549-9618
Contributo su Rivista