Daniela di Serafino

Orcid: 0000-0001-8215-0771

According to our database1, Daniela di Serafino authored at least 63 papers between 1992 and 2024.

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Bibliography

2024
On the stationarity for nonlinear optimization problems with polyhedral constraints.
Math. Program., May, 2024

2023
Time discretization in the solution of parabolic PDEs with ANNs.
Appl. Math. Comput., December, 2023

2022
LSOS: Line-search second-order stochastic optimization methods for nonconvex finite sums.
Math. Comput., November, 2022

Sparse Approximations with Interior Point Methods.
SIAM Rev., 2022

The effect of time discretization on the solution of parabolic PDEs with ANNs.
CoRR, 2022

Automatic parameter selection for the TGV regularizer in image restoration under Poisson noise.
CoRR, 2022

2021
Constraint-Preconditioned Krylov Solvers for Regularized Saddle-Point Systems.
SIAM J. Sci. Comput., 2021

Directional TGV-Based Image Restoration under Poisson Noise.
J. Imaging, 2021

Time Series Forecasting Using Manifold Learning.
CoRR, 2021

Numerical Solution of Stiff Ordinary Differential Equations with Random Projection Neural Networks.
CoRR, 2021

A View of Regularized Approaches for Image Segmentation.
CoRR, 2021

Using gradient directions to get global convergence of Newton-type methods.
Appl. Math. Comput., 2021

TGV-based restoration of Poissonian images with automatic estimation of the regularization parameter.
Proceedings of the 2021 21st International Conference on Computational Science and Its Applications (ICCSA), Cagliari, Italy, September 13-16, 2021, 2021

2020
LSOS: Line-search Second-Order Stochastic optimization methods.
CoRR, 2020

ACQUIRE: an inexact iteratively reweighted norm approach for TV-based Poisson image restoration.
Appl. Math. Comput., 2020

Spatially Adaptive Regularization in Image Segmentation.
Algorithms, 2020

2019
Efficient Algebraic Multigrid Preconditioners on Clusters of GPUs.
Parallel Process. Lett., 2019

A subspace-accelerated split Bregman method for sparse data recovery with joint l1-type regularizers.
CoRR, 2019

A Gradient-Based Globalization Strategy for the Newton Method.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

Towards an Efficient Implementation of an Accurate SPH Method.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

2018
A Two-Phase Gradient Method for Quadratic Programming Problems with a Single Linear Constraint and Bounds on the Variables.
SIAM J. Optim., 2018

BFGS-like updates of constraint preconditioners for sequences of KKT linear systems in quadratic programming.
Numer. Linear Algebra Appl., 2018

On the steplength selection in gradient methods for unconstrained optimization.
Appl. Math. Comput., 2018

2017
Parallel Aggregation Based on Compatible Weighted Matching for AMG.
Proceedings of the Large-Scale Scientific Computing - 11th International Conference, 2017

2016
On the Application of the Spectral Projected Gradient Method in Image Segmentation.
J. Math. Imaging Vis., 2016

On the regularizing behavior of the SDA and SDC gradient methods in the solution of linear ill-posed problems.
J. Comput. Appl. Math., 2016

On the update of constraint preconditioners for regularized KKT systems.
Comput. Optim. Appl., 2016

2015
Updating Constraint Preconditioners for KKT Systems in Quadratic Programming Via Low-Rank Corrections.
SIAM J. Optim., 2015

SParC-LES: Enabling large eddy simulations with parallel sparse matrix computation tools.
Comput. Math. Appl., 2015

2014
A matrix-free approach to build band preconditioners for large-scale bound-constrained optimization.
J. Comput. Appl. Math., 2014

An efficient gradient method using the Yuan steplength.
Comput. Optim. Appl., 2014

2013
Parallel algebraic multilevel Schwarz preconditioners for a class of elliptic PDE systems.
Comput. Vis. Sci., 2013

Performance analysis of parallel Schwarz preconditioners in the LES of turbulent channel flows.
Comput. Math. Appl., 2013

2012
A Preconditioning Framework for Sequences of Diagonally Modified Linear Systems Arising in Optimization.
SIAM J. Numer. Anal., 2012

Topic 10: Parallel Numerical Algorithms.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

2011
Efficient Preconditioner Updates for Shifted Linear Systems.
SIAM J. Sci. Comput., 2011

A Modified DIviding RECTangles Algorithm for a Problem in Astrophysics.
J. Optim. Theory Appl., 2011

Introduction.
Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

2010
MLD2P4: A Package of Parallel Algebraic Multilevel Domain Decomposition Preconditioners in Fortran 95.
ACM Trans. Math. Softw., 2010

Parallel, Distributed and Network-based Computing: an Application Perspective.
Scalable Comput. Pract. Exp., 2010

Starting-point strategies for an infeasible potential reduction method.
Optim. Lett., 2010

A genetic algorithm for a global optimization problem arising in the detection of gravitational waves.
J. Glob. Optim., 2010

On mutual impact of numerical linear algebra and large-scale optimization with focus on interior point methods.
Comput. Optim. Appl., 2010

On the Application of Multiple-Deme Parallel Genetic Algorithms in Astrophysics.
Proceedings of the 18th Euromicro Conference on Parallel, 2010

Parallel Numerical Algorithms.
Proceedings of the Euro-Par 2010 - Parallel Processing, 16th International Euro-Par Conference, Ischia, Italy, August 31, 2010

2009
On the Use of Aggregation-Based Parallel Multilevel Preconditioners in the LES of Wall-Bounded Turbulent Flows.
Proceedings of the Large-Scale Scientific Computing, 7th International Conference, 2009

2008
Understanding the role of the topology in protein folding by computational inverse folding experiments.
Comput. Biol. Chem., 2008

2007
Stopping criteria for inner iterations in inexact potential reduction methods: a computational study.
Comput. Optim. Appl., 2007

On the iterative solution of KKT systems in potential reduction software for large-scale quadratic problems.
Comput. Optim. Appl., 2007

2LEV-D2P4: a package of high-performance preconditioners for scientific and engineering applications.
Appl. Algebra Eng. Commun. Comput., 2007

2004
Extending PSBLAS to Build Parallel Schwarz Preconditioners.
Proceedings of the Applied Parallel Computing, 2004

Topic 16: Integrated Problem Solving Environments.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

2003
Integrating MPI-based numerical software into an advanced parallel computing environment.
Proceedings of the 11th Euromicro Workshop on Parallel, 2003

2002
Parallel Components for Multidimensional Quadrature: Some Experiences.
Parallel Distributed Comput. Pract., 2002

Advanced environments for parallel and distributed applications: a view of current status.
Parallel Comput., 2002

Advanced environments for parallel and distributed computing.
Parallel Comput., 2002

2000
Application of a parallel photochemical air quality model to the Campania region (southern Italy).
Environ. Model. Softw., 2000

1998
Using a General-Purpose Numerical Library to Parallelize an Industrial Application: Design of High-Performance Lasers.
Proceedings of the Euro-Par '98 Parallel Processing, 1998

1997
A Parallel Implementation of a Multigrid Multiblock Euler Solver on Distributed Memory Machines.
Parallel Comput., 1997

Numerical Simulation of Air Pollution Phenomena in the Neapolitan Urban Area (Southern Italy): First Experiences.
Proceedings of the Large-Scale Scientific Computation for Engineering and Environmental Problems, 1997

PINEAPL: A European Project to Develop a Parallel Numerical Library for Industrial Applications.
Proceedings of the Euro-Par '97 Parallel Processing, 1997

1996
Parallel Numerical Simulation of Reacting Flows in Air Quality Models.
Proceedings of the Conference on Parallel Computational Fluid Dynamics 1996, 1996

1992
A fast poisson solver for distributed memory multiprocessors.
Concurr. Pract. Exp., 1992


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