Giuseppe D'Onofrio

Associate Professor (L. 240)
Department of Mathematical Sciences (DISMA)

Profile

Research interests

Computational and applied mathematics

Probability

Statistics and probability

Stochastic differential equations

Stochastic modelling

Stochastic processes

Scientific branch

MATH-03/B - Probability and Mathematical Statistics
(Area 0001 - Mathematical and computer sciences)

Skills

ERC sectors

PE1_21 - Application of mathematics in sciences

PE1_14 - Mathematical statistics

PE1_13 - Probability

LS5_16 - Systems and computational neuroscience

Awards and Honors

Programma STAR Linea 2 (Mobilità giovani ricercatori) conferred by Università di Napoli Federico II nell’ambito della Convezione pluriennale (2012-2014) con la Compagnia di San Paolo, Istituto Banco di Napoli-Fondazione, Italy (2014)

Other research or teaching roles outside Politecnico

Ricercatore a t.d. - t.pieno (art. 24 c.3-a L. 240/10), presso Università degli Studi di TORINO (1/7/2021-30/10/2022)
Visiting Researcher, presso The Rockefeller University (7/4/2014-21/6/2014)

Teaching

Collegi of the degree programmes

Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente

Teachings

Master of Science

Financial Engineering. A.A. 2025/26, INGEGNERIA MATEMATICA. Collaboratore del corso

Bachelor of Science

Mathematical methods for Computer Science. A.A. 2025/26, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Metodi matematici per l'ingegneria. A.A. 2025/26, INGEGNERIA INFORMATICA. Titolare del corso
Mathematical methods for Computer Science. A.A. 2024/25, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Metodi matematici per l'ingegneria. A.A. 2024/25, INGEGNERIA INFORMATICA. Titolare del corso
Mathematical methods for Computer Science. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Metodi matematici per l'ingegneria. A.A. 2023/24, INGEGNERIA INFORMATICA. Titolare del corso
Mathematical methods for Computer Science. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
Metodi matematici per l'ingegneria. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso

MostraNascondi A.A. passati

Research

Research fields

Stochastic models for biomedicine and for reliability in electronic, mechanical and environmental engineering (DISMA)

Research groups

Probability and Applications (DISMA)

Supervised PhD students

Alessandro Baldi. Programme in Scienze Matematiche (39^th cycle, 2023-in progress)
Alessandro Mutti. Programme in Matematica Pura E Applicata (38^th cycle, 2022-in progress)

Publications

Latest publications View all publications in Porto@Iris

D'Onofrio, G.; Polito, F.; Tomovski, Z. (2025)
On count data models based on Bernstein functions or their inverses. In: STOCHASTICS, vol. 97, pp. 777-795. ISSN 1744-2508
Contributo su Rivista
Michelitsch, Thomas M.; D'Onofrio, Giuseppe; Polito, Federico; Riascos, Alejandro P. (2025)
Random walks with stochastic resetting in complex networks: A discrete-time approach. In: CHAOS, vol. 35, pp. 1-25. ISSN 1054-1500
Contributo su Rivista
Di Nardo, E.; D'Onofrio, G.; Martini, T. (2024)
Orthogonal gamma-based expansion for the CIR's first passage time distribution. In: APPLIED MATHEMATICS AND COMPUTATION, vol. 480, pp. 1-20. ISSN 0096-3003
Contributo su Rivista
D'Onofrio, Giuseppe; Patie, Pierre; Sacerdote, Laura (2024)
Jacobi Processes with Jumps as Neuronal Models: A First Passage Time Analysis. In: SIAM JOURNAL ON APPLIED MATHEMATICS, vol. 84, pp. 189-214. ISSN 0036-1399
Contributo su Rivista
D'Onofrio, G.; Pirozzi, E. (2019)
Asymptotics of Two-boundary First-exit-time Densities for Gauss-Markov Processes. In: METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY, vol. 21, pp. 735-752. ISSN 1387-5841
Contributo su Rivista