Publications

You can also find my articles on my Google Scholar profile.

Journal Articles


An efficient stochastic process discovery framework based on optimization

Published in International Journal on Software Tools for Technology Transfer, 2026

Rationale. Introduces a framework that for discovering of the optimal instance of a stochastic workflow net (SWN), based on exact computation of the probabilities of each log trace to be emitted by a SWN instance. The computation of the trace probability is done via breadth-first unfolding of the rachability graph underlying the SWN and relies on memoization in order to improve the computation efficiency.

Automaton-ABC: A statistical method to estimate the probability of spatio-temporal properties for parametric Markov population models

Published in Theoretical Computer Science, 2021

HASL: An expressive language for statistical verification of stochastic models

Published in The Computer Journal, 2016

Applications of an expressive statistical model checking approach to the analysis of genetic circuits

Published in Theoretical Computer Science, 2015

Conference Papers


Statistical Bayesian Inference for Stochastic Process Discovery

Published in International Conference on Quantitative Evaluation of SysTems (QEST), 2025

Statistical Bayesian Inference for Stochastic Process Discovery

Published in Quantitative Evaluation of Systems and Formal Modeling and Analysis of Timed Systems (QEST+FORMATS), 2025

Probabilistic Process Discovery with Stochastic Process Trees

Published in Performance Evaluation Methodologies and Tools (ValueTools), 2024

A framework for optimisation based stochastic process discovery

Published in Quantitative Evaluation of Systems and Formal Modeling and Analysis of Timed Systems (QEST+FORMATS), 2024

Petri Nets Validation of Markovian Models of Emergency Department Arrivals

Published in Application and Theory of Petri Nets and Concurrency (PETRI NETS), 2020

Reachability Design Through Approximate Bayesian Computation

Published in Computational Methods in Systems Biology (CMSB), 2019

Transient Analysis of Networks of Stochastic Timed Automata Using Stochastic State Classes

Published in Quantitative Evaluation of Systems (QEST), 2013

COSMOS: A Statistical Model Checker for the Hybrid Automata Stochastic Logic

Published in Quantitative Evaluation of Systems (QEST), 2011