The focus of the research is to model the relationship between rainfall and runoff in order to understand how precipitation affects stream flow and how long it takes water to move through the hydrological system. The research project involves a type of Lévy walk model that takes into account the heterogeneity of the slope environment. A stochastic transport process is used and the transit time distribution of water in heterogeneous catchments is estimated by using the first passage time distribution of the process. The aim is to verify the model using stable water isotope concentration data in precipitation and streamflow.
Courses: Multivariate Statistical Analysis, Time Series Analysis, Statistical Machine Learning.
School: Advanced School in Artificial Intelligence (ASAI) at University of Ferrara (June 2022).
Workshops and conferences:
Torino-Bath PhD Workshop in Applied Probability and Mathematical Statistics, University of Turin (June 2023);
Workshop "Numerical analysis, porous media and water resources: a fruitful contamination", University of Bari (July 2023);
HPRT (Hokkaido-Pisa-Roma Tor Vergata-Torino) workshop, University of Turin (September 2023);
Workshop on "Stochastic Models of the Brain and related topics", University of Turin (September 2023);
STATALK 2023, Sapienza University of Rome (September 2023);
Conference of Young Applied Mathematicians (YAMC) 2023, University of Siena (September 2023).
Talks:
Seminars for the PhD program in Modeling and Data Science, October 2022 and April 2023;
“Stochastic modeling of anomalous water transport”, Torino-Bath PhD workshop in Applied Probability and Mathematical Statistics, University of Turin, June 2023;
“Stochastic modeling of anomalous water transport”, workshop "Numerical analysis, porous media and water resources: a fruitful contamination", University of Bari, July 2023.
Seminars:
Internal seminar series of Modeling and Data Science PhD program 2022 - 2023;
Seminar “Machine Learning from a mathematical view point: a gentle introduction” given by prof. Ernesto De Vito (University of Genoa) at Mathematics Department G. Peano;
Seminar “Mathematical, numerical and statistical problems in the analysis of probabilistic counting of distinct elements” given by prof. Giacomo Aletti (University of Milan) at Mathematics Department G. Peano;
Seminar “Anomalous transport, non-Markovian random walks, and fractional partial differential equations” given by prof. Sergei Fedotov (University of Manchester) at Mathematics Department G. Peano;
Conference “Le acque sotterranee: una risorsa invisibile” at Auditorium of the Metropolitan City of Turin;
Workshop “Women in Mathematics Day” at Mathematics Department G. Peano;
Seminar “Convivere con le Macchine Intelligenti” given by prof. Nello Cristianini (University of Bristol) at University of Ferrara;
Seminar "5 parole per agire sulla crisi climatica" at University of Turin;
Seminar MathWorks "Tecniche di Ottimizzazione e Parallelizzazione del Codice MATLAB" at University of Turin;
Seminar MathWorks "Pratiche di sviluppo di codice Matlab per applicazioni matematiche" at University of Turin;
Conference “A lavoro con un probabile matematico” given by prof.ssa Maurizia Rossi (Univesity of Milan Bicocca) at University of Turin;
Online seminar “The novel Scientific Machine Learning paradigm for solving the Groundwater Flow Equation” given by prof. Salvatore Cuomo of University of Naples;
Seminar “A fractional Hawkes process” given by Enrico Scalas of Sapienza University of Rome at Mathematics Department G. Peano, University of Turin;
Seminar “The distribution of the completion time of a PERT network, with an application to last passage percolation” given by prof. Isaac Meilijson (Tel Aviv University) at Mathematics Department G. Peano, University of Turin;
PhD online course on “Ethics and AI” organized by the Italian Society for Ethics of AI (SIpEIA).
Other activities:
Tutoring activities in mathematics;
Organizing committee of “Women in Mathematics Day” at Mathematics Department G. Peano, University of Turin, May 2023;
Mathematics activities at UNight - Notte dei Ricercatori 2023;
Complementary Training of Doctoral School: “Storytelling” course by Fondazione 1563 of Compagnia di San Paolo, November 2023.