Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
How do I update this website?
Published:
This post serves as internal documentation for this website, detailing the key steps required to build, maintain, and deploy it. It might also be useful to others as a reference for setting up a modern academic website using Jekyll and my fork of the AcademicPages theme.
portfolio
High-order isogemetric boundary element methods for acoustic and elastodynamic problems on complex 3D domains
My research goal is to advance numerical schemes for the simulation of 3D acoustic and elastic wave propagation phenomena by designing an efficient, high-order Isogeometric Boundary Element Method (IgA-BEM) framework based on convolution quadrature. Novel strategies for the accurate computation of collocation BEM integrals will be investigated in the case of piecewise smooth multi-patch CAD geometries, possibly with trimming.
Purely meshless boundary methods on 3D CAD geometries using moment-free quadrature
My research goal is to develop a purely meshless pipeline for the numerical solution of partial differential equations on 3D CAD geometries based on the original combination of the following techniques: meshless boundary methods, possibly coupled with volume methods such as RBF-FD, my own C++ library NodeGenLib for the generation of variable-density unstructured nodes on the surface of 3D CAD domains given in B-Rep format, the moment-free meshless quadrature formulas introduced in my doctoral dissertation, and methods such as quadrature by expansion that allow singular integrals to be evaluated in terms of regular integrals.
publications
IgA-BEM for 3D Helmholtz problems using conforming and non-conforming multi-patch discretizations and B-spline tailored numerical integration
Published in Computers & Mathematics with Applications, August 2023
Joint work with A. Falini, T. Kanduč, M. L. Sampoli, A. Sestini. An Isogeometric Boundary Element Method (IgA-BEM) is considered for the numerical solution of Helmholtz problems on 3D bounded or unbounded domains, admitting a smooth multi-patch representation of their finite boundary surface. The discretization spaces are formed by \(C^0\) inter-patch continuous functional spaces whose restriction to a patch simplifies to the span of tensor product B-splines composed with the given patch NURBS parameterization. Both conforming and non-conforming spaces are allowed, so that local refinement is possible at the patch level…
Domain discretization and moment-free quadrature for meshless methods
Defended in Florence, March 2025
This dissertation addresses two fundamental challenges in meshless numerical methods: robust node generation for real-world 3D domains, including CAD geometries, and high-order numerical integration on scattered nodes. The results in Chapters 4 and 5 have been expanded and published. The results in the other chapters are being split into two papers, and will be submitted to peer-reviewed journals in the upcoming months.
Meshless moment-free quadrature formulas arising from numerical differentiation
Published in Computer Methods in Applied Mechanics and Engineering, July 2025
Joint work with O. Davydov. We suggest a method for simultaneously generating high order quadrature weights for integrals over Lipschitz domains and their boundaries that requires neither meshing nor moment computation. The weights are computed on pre-defined scattered nodes as a minimum norm solution of a sparse underdetermined linear system arising from a discretization of a suitable boundary value problem by either collocation or meshless finite differences…
Moment-free approximation of linear functionals
Status: in preparation. Last update: September 2025
Joint work with O. Davydov. In previous work, we have introduced a way to overcome the moment computation problem in the context of numerical integration. Our approach only requires a single non-zero moment to be known, and in many cases leads to an effectively moment-free numerical scheme. In this talk, we generalize our moment-free approach to any linear functional, provided that two conditions are met…
Bayesian estimation of convergence rates in numerical methods
Status: in preparation. Last update: September 2025
Joint work with D. Fabbrico. In numerical analysis, it is common to estimate the convergence rate of numerical methods by plotting absolute or relative errors against a discretization parameter \(h\) on a log-log scale. The rate is then typically judged by visually comparing the data to reference lines with known slopes, which correspond to integer powers of \(h\). This approach is quite different from standard scientific practice, where experimental data are analyzed with statistical methods. The main reason for this difference is that simple visual approaches are often enough, especially when theory already predicts the expected decay rate. However, these methods are not effective when errors are noisy, for example in stochastic algorithms, or even in deterministic methods affected by random choices such as mesh generation…
A decoupled meshless Nyström scheme for 2D Fredholm integral equations of the second kind with smooth kernels
Status: in preparation. Last update: October 2025
Joint work with A. Sestini. The Nyström method for the numerical solution of Fredholm integral equations of the second kind is generalized by decoupling the set of solution nodes from the set of quadrature nodes. The accuracy and efficiency of the new method is investigated for smooth kernels and complex 2D domains using recently developed moment-free meshless quadrature formulas on scattered nodes. Compared to the classical Nyström method, our variant has a clear performance advantage, especially for narrow kernels…
talks
3D IgA-BEM with nonconformal \(C^0\) multipatch spline spaces
Published:
Third edition of the SMART conferences series.
Improvements to the flexibility of a 3D multi-patch IgA-BEM approach
Published:
Conference on approximation theory organized by the numerical analysis group of the university of Giessen.
Improvements to the flexibility of a 3D multi-patch IgA-BEM approach
Published:
International conference on Isogeometric Analysis IGA2023.
Meshless quadrature formulas arising from numerical differentiation formulas
Published:
Dolomites Research Week on Approximation and Applications DRWAA23.
Meshless quadrature formulas arising from numerical differentiation formulas
Published:
Third edition of the Young Applied Mathematicians Conference YAMC2023.
Meshless quadrature formulas arising from numerical differentiation formulas
Published:
Two-day workshop on approximation theory in honour of Martin D. Buhmann on his 60th anniversary.
Meshless quadrature formulas arising from numerical differentiation
Published:
International Conference on Mathematical Methods for Curves and Surfaces MMCS10.
Meshless quadrature formulas for regular and singular integrals
Published:
Dolomites Workshop on Constructive Approximation and Applications DWCAA24.
Point cloud generation algorithm for 3D domains in B-Rep format
Published:
Fourth edition of the Young Applied Mathematicians Conference YAMC2024.
A meshless Nyström scheme for Fredholm integral equations of the second kind with smooth kernels
Published:
Software for Approximation SA2025.
Advances in the efficiency of high-order schemes for integral equations in 2D and 3D
Published:
ICSC observatory event Supercomputing, Data Science and AI: from Innovation to Technological Transfer. Links to the webpage and to my poster.
A decoupled meshless Nyström scheme for 2D Fredholm integral equations of the second kind with smooth kernels
Published:
Biennial congress of the Italian Society of Applied and Industrial Mathematics SIMAI2025.
Moment-free approximation of linear functionals
Published:
Dolomites Research Week on Approximation and Applications DRWAA25.
Bayesian estimation of convergence rates in numerical methods
Published:
Fifth edition of the Young Applied Mathematicians Conference YAMC2025.
A decoupled meshless Nyström scheme for 2D Fredholm integral equations of the 2nd kind with smooth kernels
Published:
Fourth edition of the SMART conferences series.
teaching
Co-advisor of master’s thesis
Master's thesis in physics, University of Florence, Department of Physics, 2022
Candidate: Mauro Giliberti. Advisors: Prof. Aldo Lorenzo Cotrone, Dr. Francesco Bigazzi. Title of the thesis: Numerical solution of bubble dynamics in holographic vacuum decay. The thesis is part of a collaboration between the department of physics and the department of mathematics of the university of Florence. I have introduced Mauro Giliberti to numerical tools such as quadrature formulas, spline curves, splines on triangulations, and nonlinear optimization methods. Final grade: 110/110 with honors.