activity
20162023
most citedAn Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model

15 citations · 36 across the 11 of their papers we have counts for

collaborators

14 papers

physics.med-ph2023★ 7 cited

Integrating microdosimetric in vitro RBE models for particle therapy into TOPAS MC using the MicrOdosimetry-based modeling for RBE Assessment (MONAS) tool

Giorgio Cartechini, Marta Missiaggia, Emanuele Scifoni +2

We present MONAS (MicrOdosimetry-based modelliNg for relative biological effectiveness (RBE) ASsessment) toolkit. MONAS is a TOPAS Monte Carlo extension, that combines simulations…

math.PR2023

A spatial measure-valued model for radiation-induced DNA damage kinetics and repair under protracted irradiation condition

Francesco G. Cordoni

In the present work, we develop a general spatial stochastic model to describe the formation and repair of radiation-induced DNA damage. The model is described mathematically as a…

physics.med-ph2023★ 15 cited

An Artificial Intelligence-based model for cell killing prediction: development, validation and explainability analysis of the ANAKIN model

Francesco G. Cordoni, Marta Missiaggia, Emanuele Scifoni +1

The present work develops ANAKIN: an Artificial iNtelligence bAsed model for (radiation induced) cell KIlliNg prediction. ANAKIN is trained and tested over 513 cell survival experi…

math.PR2022

Weak energy shaping for stochastic controlled port-Hamiltonian systems

Francesco G. Cordoni, Luca Di Persio, Riccardo Muradore

The present work address the problem of energy shaping for stochastic port-Hamiltonian system. Energy shaping is a powerful technique that allows to systematically find feedback la…

math.OC2019

Optimal control of the FitzHugh-Nagumo stochastic model with nonlinear diffusion

Francesco Cordoni, Luca Di Persio

We consider the existence and first order conditions of optimality for a stochastic optimal control problem inspired by the celebrated FitzHugh-Nagumo model, with nonlinear diffusi…

q-fin.MF2019

A bank salvage model by impulse stochastic controls

Francesco Cordoni, Luca Di Persio, Yilun Jiang

The present paper is devoted to the study of a bank salvage model with finite time horizon and subjected to stochastic impulse controls. In our model, the bank's default time is a…

math.PR2019

Stochastic port--Hamiltonian systems

Francesco Cordoni, Luca Di Persio, Riccardo Muradore

In the present work we formally extend the theory of port-Hamiltonian systems to include random perturbations. In particular, suitably choosing the space of flow and effort variabl…

q-fin.MF2019

A lending scheme for a system of interconnected banks with probabilistic constraints of failure

Francesco Cordoni, Luca Di Persio, Luca Prezioso

We derive a closed form solution for an optimal control problem related to an interbank lending schemes subject to terminal probability constraints on the failure of banks which ar…

math.PR2018

Asymptotic expansion for some local volatility models arising in finance

Sergio ALbeverio, Francesco Cordoni, Luca Di Persio +1

In this paper we study the small noise asymptotic expansions for certain classes of local volatility models arising in finance. We provide explicit expressions for the involved coe…

math.OC2018

A maximum principle for a stochastic control problem with multiple random terminal times

Francesco Cordoni, Luca Di Persio

In the present paper we derive, via a backward induction technique, and ad hoc maximum principle for an optimal control problem with multiple random terminal times. Therefore we ap…

math.PR2017

Optimal control for the stochastic FitzHugh-Nagumo model with recovery variable

Francesco Cordoni, Luca Di Persio

In the present paper we derive the existence and uniqueness of a solution for the optimal control problem determined by a stochastic FitzHugh-Nagumo equation with recovery variable…

math.PR2017

Stochastic reaction-diffusion equations on networks with dynamic time-delayed boundary conditions

Francesco Cordoni, Luca Di Persio

We consider a reaction-diffusion equation on a network subjected to dynamic boundary conditions, with time delayed behaviour, also allowing for multiplicative Gaussian noise pertur…

math.PR2016★ 14 cited

A stochastic approach to path-dependent nonlinear Kolmogorov equations via BSDEs with time-delayed generators and applications to finance

Francesco Cordoni, Luca Di Persio, Lucian Maticiuc +1

We prove the existence of a viscosity solution of the following path dependent nonlinear Kolmogorov equation: \[ \begin{cases} \partial_{t}u(t,ϕ)+\mathcal{L}u(t,ϕ)+f(t,ϕ,u(t,ϕ),\pa…

math.PR2016

A nonlinear Kolmogorov equation for stochastic functional delay differential equations with jumps

Francesco Cordoni, Luca Di Persio, Immacolata Oliva

We consider a stochastic functional delay differential equation, namely an equation whose evolution depends on its past history as well as on its present state, driven by a pure di…