Solving Fredholm integral equations of the first kind via Wasserstein gradient flows

FR Crucinio, V De Bortoli, A Doucet… - arxiv preprint arxiv …, 2022 - arxiv.org
Solving Fredholm equations of the first kind is crucial in many areas of the applied sciences.
In this work we adopt a probabilistic and variational point of view by considering a …

Numerical algorithms for estimating probability density function based on the maximum entropy principle and Fup basis functions

N Brajčić Kurbaša, B Gotovac, V Kozulić, H Gotovac - Entropy, 2021 - mdpi.com
Estimation of the probability density function from the statistical power moments presents a
challenging nonlinear numerical problem posed by unbalanced nonlinearities, numerical …

[HTML][HTML] Solving a class of Fredholm integral equations of the first kind via Wasserstein gradient flows

FR Crucinio, V De Bortoli, A Doucet… - Stochastic Processes and …, 2024 - Elsevier
Solving Fredholm equations of the first kind is crucial in many areas of the applied sciences.
In this work we consider integral equations featuring kernels which may be expressed as …

[PDF][PDF] On the solution of Fredholm integral equations of the first kind

IG Burova, VM Ryabov - Wseas transactions on mathematics, 2020 - wseas.com
As it is well known the problem of solving the Fredholm integral equation of the first kind
belongs to the class of ill-posed problems. The Tikhonov regularization method is well …

Solving Fredholm Integral Equations of the Second Kind via Wasserstein Gradient Flows

FR Crucinio, AM Johansen - arxiv preprint arxiv:2409.19642, 2024 - arxiv.org
Motivated by a recent method for approximate solution of Fredholm equations of the first
kind, we develop a corresponding method for a class of Fredholm equations of the\emph …

Some interacting particle methods with non-standard interactions

F Crucinio - 2021 - wrap.warwick.ac.uk
Interacting particle methods are widely used to perform inference in complex models, with
applications ranging from Bayesian statistics to applied sciences. This thesis is concerned …

[PDF][PDF] Splines of the Second and Seventh Order Approximation and the Stability of the Solution of the Fredholm Integral Equations of the Second Kind

IG Burova, GO Alcybeev, SA Schiptcova - WSEAS Transactions on …, 2024 - wseas.com
This work is a continuation of a series of works on the use of continuous local polynomial
splines for solving interpolation problems and for solving the Fredholm integral equation of …