Daniela di Serafino

Istituto Nazionale di Alta Matematica Francesco Severi — Italy

Engineering · Physical Sciences

18h-index1.1kcitations97works0.02yr avg
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Research Topics

Sparse and Compressive Sensing Techniques(31), Matrix Theory and Algorithms(28), Advanced Optimization Algorithms Research(25), Advanced Numerical Methods in Computational Mathematics(13), Parallel Computing and Optimization Techniques(10)

Publications97 total

Time discretization in the solution of parabolic PDEs with ANNs
Applied Mathematics and Computation·2023· 16 citedOpen Access
On the stationarity for nonlinear optimization problems with polyhedral constraints
Mathematical Programming·2023· 4 citedOpen Access
Transmission dynamics and sensitivity analysis of pine wilt disease with asymptomatic carriers via fractal-fractional differential operator of Mittag-Leffler kernel
Applied Numerical Mathematics·2022· 54 cited
LSOS: Line-search second-order stochastic optimization methods for nonconvex finite sums
Mathematics of Computation·2022· 14 cited
Sparse Approximations with Interior Point Methods
SIAM Review·2022· 17 citedOpen Access
A view of computational models for image segmentation
ANNALI DELL UNIVERSITA DI FERRARA·2022· 15 citedOpen Access
The effect of time discretization on the solution of parabolic PDEs with ANNs
arXiv (Cornell University)·2022· 1 citedOpen Access
Automatic parameter selection for the TGV regularizer in image restoration under Poisson noise
arXiv (Cornell University)·2022· 4 citedOpen Access
Time Series Forecasting Using Manifold Learning
arXiv (Cornell University)·2021· 1 citedOpen Access
TGV-based restoration of Poissonian images with automatic estimation of the regularization parameter
2021· 4 cited
Numerical Solution of Stiff ODEs with Physics-Informed RPNNs
arXiv (Cornell University)·2021· 1 citedOpen Access
Numerical Solution of Stiff Ordinary Differential Equations with Random Projection Neural Networks.
arXiv (Cornell University)·2021· 1 citedOpen Access
Directional TGV-Based Image Restoration under Poisson Noise
Journal of Imaging·2021Open Access
Directional TGV-Based Image Restoration under Poisson Noise
Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna)·2021· 22 citedOpen Access
TGV-based restoration of Poissonian images with automatic estimation of the regularization parameter
arXiv (Cornell University)·2021Open Access
Sparse Approximations with Interior Point Methods
arXiv (Cornell University)·2021Open Access
A View of Regularized Approaches for Image Segmentation.
arXiv (Cornell University)·2021Open Access
A view of computational models for image segmentation
arXiv (Cornell University)·2021· 1 citedOpen Access
Constraint-Preconditioned Krylov Solvers for Regularized Saddle-Point Systems
SIAM Journal on Scientific Computing·2021Open Access
Spatially Adaptive Regularization in Image Segmentation
Algorithms·2020· 1 citedOpen Access
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Frequent Co-authors

Valentina De Simone(16), Pasqua D’Ambra(14), Gerardo Toraldo(8), Salvatore Filippone(8), Marco Viola(7), Marco D’Apuzzo(6), Benedetta Morini(5), Stefania Bellavia(4), Giulio Giunta(4), Angelo Riccio(4), F. Riccio(3), Sonia Cafieri(3), Germana Landi(3), G. Barone(3), A. Murli(3), Roberta De Asmundis(2), William W. Hager(2), Laura Antonelli(2), Marco Danelutto(2), Marco Lapegna(2)