Anagrafe della ricerca

Analisi dati, con tecniche sia tradizionali che di Machine Learning e Intelligence Artificiale. Modellizzazione dei fenomeni fisici di interesse nello sviluppo di prodotti nanotecnologici, sensori altamente sensibili e intelligenti in particolare. Connubio di analisi e modellistica, in particolare come physics informed machine learning.

Trasferimento tecnologico

• Collaborazioni impresa-università, modelli innovativi per la ricerca condotta in sinergia tra università e imprese, anche mediante partenariati, centri di ricerca nazionale ed ecosistemi di innovazione, ecc

Scienze della vita e salute

• sperimentazione clinica (es. trial clinici, studi su dispositivi medici, studi non interventistici, biobanche, farmaci, ecc.)

Aree scientifiche

• Scienze matematiche e informatiche

Settori ERC

• Application of mathematics in industry and society

Obiettivi di Sviluppo Sostenibile (Sustainable Development Goals)

• Industry, Innovation, and Infrastructure

• DISMA - Dipartimento di Scienze Matematiche "G. L. Lagrange"

• Hernandez, Oscar; Rondoni, Lamberto; Slob, Evert.; Socco, Laura. (2026)
  Direct MT data transform into 1-D resistivity models: a new approach based on cumulative resistance models. In: GEOPHYSICAL JOURNAL INTERNATIONAL, vol. 244, pp. 1-7. ISSN 0956-540X
• Cirillo, Emilio N. M.; Colangelo, Matteo; Giberti, Claudio; Rondoni, Lamberto (2026)
  Dynamics of stochastic chains with harmonic and FPUT potentials. In: JOURNAL OF NON-EQUILIBRIUM THERMODYNAMICS, pp. 1-10. ISSN 1437-4358
• Licciardi, Alessandro; Bernardi, Sara; Pizzi, Marco; Begnamino, Paolo; Rondoni, Lamberto (2025)
  A Machine Learning Model for Humidity Estimation Based on Physics-Informed Dimensionality Reduction. In: NONLINEAR DYNAMICS. ISSN 0924-090X
• Calderon Hernandez, O.; Rondoni, L.; Slob, E.; Socco, L. V. (2025)
  Inversion of Magnetotelluric Data into 1D Resistivity Models Via Cumulative Resistance Mapping. In: 6th Conference on Geophysics for Mineral Exploration and Mining, Held at Near Surface Geoscience Conference and Exhibition 2025, NSG 2025, Napoli (Ita), 7-1 September 2025, pp. 1-5
• Mejía-Monasterio, Carlos; Rondoni, Lamberto (2025)
  Nonequilibrium Statistical Mechanics I. Berlino, Springer, P. 330. ISBN: 9783031982484
• Sun, Ruiqi; Rondoni, Lamberto; Frascoli, Federico (2025)
  On a microscopic equation of state for Lennard-Jones chains. In: COMMUNICATIONS IN NONLINEAR SCIENCE & NUMERICAL SIMULATION, vol. 148, pp. 1-11. ISSN 1007-5704
• Cirillo, Emilio N. M.; Colangeli, Matteo; Kröger, Martin; Rondoni, Lamberto (2025)
  Particle transport and finite-size effects in Lorentz channels with finite horizons. In: PHYSICA D-NONLINEAR PHENOMENA, vol. 472, pp. 1-14. ISSN 0167-2789
• Licciardi, Alessandro; Carbone, Davide; Rondoni, Lamberto; Nagar, Alessandro (2025)
  Wavelet scattering transform for gravitational wave analysis: An application to glitch characterization. In: PHYSICAL REVIEW D, vol. 111, pp. 1-10. ISSN 2470-0010
• Bernardi, Sara; Pizzi, Marco; Rondoni, Lamberto (2024)
  Anomalous heat transport and universality in macroscopic diffusion models. In: JOURNAL OF THERMAL ANALYSIS AND CALORIMETRY. ISSN 1388-6150
• Viot, Pascal; Argun, Aykut; Volpe, Giovanni; Imparato, Alberto; Rondoni, Lamberto; ... (2024)
  Destructive effect of fluctuations on the performance of a Brownian gyrator. In: SOFT MATTER, vol. 20, pp. 3154-3160. ISSN 1744-683X
• Colangeli, Matteo; Di Francesco, Antonio; Rondoni, Lamberto (2024)
  Detecting Phase Transitions through Non-Equilibrium Work Fluctuations. In: SYMMETRY, vol. 16, pp. 1-16. ISSN 2073-8994
• Porporato, Amilcare; Rondoni, Lamberto (2024)
  Deterministic engines extending Helmholtz thermodynamics. In: PHYSICA. A, vol. 640, pp. 1-14. ISSN 0378-4371
• Iannella, Leonardo; Rondoni, Lamberto (2024)
  Exact Response Theory for Time-Dependent and Stochastic Perturbations. In: ENTROPY, vol. 26, pp. 1-23. ISSN 1099-4300
• Lin, Xubin; Rondoni, Lamberto; Zhao, Hong (2024)
  Fluctuation Relation for the Dissipative Flux: The Role of Dynamics, Correlations and Heat Baths. In: ENTROPY, vol. 26, pp. 1-16. ISSN 1099-4300
• DI FLORIO, Vincenzo; Giberti, Claudio; Rondoni, Lamberto; Zhao, Hong (2024)
  Microscopic state equation for oscillator chains. In: THE EUROPEAN PHYSICAL JOURNAL PLUS, vol. 139, pp. 1-15. ISSN 2190-5444
• Orchard, Jordan; Frascoli, Federico; Rondoni, Lamberto; Mejía-Monasterio, Carlos (2024)
  Particle transport in open polygonal billiards: A scattering map. In: CHAOS, vol. 34, pp. 1-22. ISSN 1054-1500
• Belousov, R.; Savino, S.; Moghe, P.; Hiiragi, T.; Rondoni, L.; Erzberger, A. (2024)
  Poissonian Cellular Potts Models Reveal Nonequilibrium Kinetics of Cell Sorting. In: PHYSICAL REVIEW LETTERS, vol. 132, pp. 1-7. ISSN 1092-0145
• Rondoni, Lamberto; Di Florio, Vincenzo (2024)
  Probability Turns Material: The Boltzmann Equation. In: ENTROPY, vol. 26, pp. 1-19. ISSN 1099-4300
• Licciardi, Alessandro; Carbone, Davide; Rondoni, Lamberto (2024)
  Wavelet Scattering Operators for Multiscale Processes: The Case Study of Marine Mammal Vocalizations. In: 2nd International Conference on Nonlinear Dynamics and Applications, Gangtok (India), 21 February 2024 through 23 February 2024, pp. 173-191. ISSN 0930-8989. ISBN: 9783031691454