HYBRID CONFERENCE
Numerical Methods and Scientific Computing
Méthodes numériques et calcul scientifique
Numerical Methods and Scientific Computing
Méthodes numériques et calcul scientifique
8 – 12 November 2021
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Scientific Committee
Comité scientifique Kathy Driver (Baylor University)
Ana Matos (Université Lille 1) Gérard Meurant (Commisariat à l’Énergie Atomique) Lothar Reichel (Kent State University) Hassane Sadok (Université Littoral Côte d’Opale) |
Organizing Committee
Comité d’organisation Claude Brezinski (Université Lille 1)
Berhard Beckermann (Université Lille 1) Zélia Da Rocha (University of Porto) Michela Redivo-Zaglia (University of Padova) Giuseppe Rodriguez (University of Cagliari) |
Description
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The aim of this conference is to gather international experts and young researchers working on numerical analysis and scientific computing. Numerical methods and algorithms are essential in the approximate solution of many problems in theoretical and applied physics and chemistry, in data science and other branches of sciences, and in engineering. The design of effective algorithms plays an essential role in the success of these methods, in particular for large-scale computations. Scientific computing is mostly concerned with the implementation of numerical algorithms on various types of computer’s architectures. The writing of packages of routines for the public domain is a part of numerical analysis. The conference will cover the main topics related to numerical methods and scientific computing with a particular emphasis on numerical linear algebra, approximation theory, sparse approximation, network analysis, extrapolation and convergence acceleration, solution of nonlinear equations, orthogonal polynomials and quadrature, Padé approximation and continued fractions, inverse problems and regularization, software production and computer implementation, numerical stability and rounding errors. The fact that all these topics have interactions together and many applications in the solution of applied mathematics problems makes the conference interdisciplinary. A session on the history of mathematics will also be organized.
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Le but de cette conférence est de rassembler des experts internationaux et de jeunes chercheurs travaillant en analyse numérique et en calcul scientifique. Les méthodes numériques et les algorithmes sont essentiels dans la résolution approchée de nombreux problèmes en physique et en chimie théorique et appliquée, en sciences des données et autres branches des sciences, et en ingénieurie. La conception d’algorithmes efficaces joue un rôle essentiel dans le succès de ces méthodes, en particulier pour les grands calculs. Le calcul scientifique est principalement concerné par la mise en œuvre d’algorithmes numériques sur différents types d’architectures d’ordinateurs. L’écriture de bibliothèques de programmes pour le domaine public fait partie de l’analyse numérique. La conférence couvrira les principaux sujets liés aux méthodes numériques et au calcul scientifique, en mettant un accent particulier sur l’algèbre linéaire numérique, la théorie de l’approximation, l’approximation parcimonieuse, l’analyse des réseaux, l’extrapolation et l’accélération de la convergence, la résolution d’équations non linéaires, les polynômes orthogonaux et les quadratures, l’approximation de Padé et les fractions continues, les probèmes inverses et la régularisation, la production de logiciels et leur implémentation informatique, la stabilité numérique et les erreurs d’arrondi. Le fait que tous ces sujets aient des interactions entre eux ainsi que de nombreuses applications dans la résolution de problèmes de mathématiques appliquées rend la conférence interdisciplinaire. Une session sur l’histoire des
mathématiques sera également organisée. |
SpeakersJean-Paul Berrut (Universite de Fribourg) Extrapolation quadrature from equispaced samples of functions with jumps
Dario Andrea Bini (University of Pisa) Computing the eigenvalues of quasi-Toeplitz matrices
Claude Brezinski (Université de Lille) Peter Wynn and Co.
Adhemar Bultheel (KU-Leuven) Quasi-paraorthogonal polynomials, their zeros and quadrature
Stefano Cipolla (The University of Edinburgh) Training large scale SVMs using structured kernel approximations and ADMM
Annie Cuyt (Universiteit Antwerpen) Multidimensional exponential analysis: feasible at last
Daniela Di Serafino (University of Naples Federico II) Linear algebra in interior point methods for sparse approximation problems
Patricia Diaz De Alba (Gran Sasso Science Institute) Numerical solution of second-kind integral equations by means of anti-Gauss quadrature rules
Kathy Driver (University of Cape Town) Zeros of Jacobi polynomials
Claudio Estatico (University of Genova) Forward-backward regularization methods by modular-proximal operators
Martin Gander (Université de Genève) Iterative methods for linear systems
Concepcion Gonzales-Concepcion (Universidad La Laguna) Pad ́e approximation and Wavelet filters on logarithmic economic time series
Gianmarco Gurioli (Scuola Internazionale Superiore di Studi) Recent trends in adaptive regularisation under inexact evaluations
for nonconvex optimisation and machine learning applications
Per Christian Hansen (Technical University of Denmark) GMRES methods for tomographic reconstruction with an unmatched back projector
Ken Hayami (National Inst. of Informatics, Tokyo) Normal equations can be more stable than equations
Daniel Kressner (EPF Lausanne) Divide and conquer methods for functions of matrices with banded or hierarchicallow-rank structure
George Labahn (University of Waterloo) Smith normal form and rational approximation
Niall Madden (National University of Ireland Galway) A boundary-layer preconditioner for singularly perturbed convection diffusion
Francisco Jose Marcellan Espanol (Universidad Carlos III de Madrid) Rational spectral transformations, orthogonal polynomials and matrix factorization
Nicola Mastronardi (National Research Council of Italy) On computing Gaussian quadrature rules with high relative accuracy
Beatrice Meini (University of Pisa) Palindromic linearization and numerical solution of nonsymmetric algebraicT–Riccati equations
Aaron Melman (Santa Clara University) Generalizations of scalar polynomial properties to matrix polynomials
Gérard Meurant (CEA Paris) Detection and correction of silent errors in the Conjugate Gradient algorithm
Agnieszka Midlar (University of Kansas) Randomized FEAST algorithm for generalized Hermitian eigenvalue problems with probabilistic error analysis
Keiichi Morikuni (University of Tsukuba) Eigensolvers using complex moments for operators
Benedetta Morini (University of Firenze) Numerical algorithms for solving nonlinear systems via spectral residual methods
Stanislav Morozov (Marchuk INM RAS) On the low-rank approximations in the Chebyshev norm
Michael NG (The University of Hong Kong) Numerical methods for fractional diffusion equations
Davide Palitta (Alma Mater Studiorum, University of Bologna) On the convergence of Krylov methods with low-rank truncations
Federica Pes (Department of Mathematics and Computer) Regularized minimal-norm solution of a system of first kind integral equations
Gerlind Plonka (University of Goettingen) From ESPRIT to ESPIRA: estimation of signal parameters by iterative rational approximation
Stefano Pozza (Charles University) Gauss quadrature, linear functionals, and Lanczos algorithm
Lothar Reichel (Kent State University) Approximation of Stieltjes matrix functions via rational Gauss-type quadrature rules
Yousef Saad (University of Minnesota) Subspace iteration and variants, revisited
Ahmed Salam (Univ. Littoral) On the kernel of the vector Epsilon-algorithm
Jesus Maria Sanz-Serna (Universidad Carlos III de Madrid) Gaussian quadrature according to Gauss
Avram Sidi (Technion – Israel Institute of Technology) New numerical quadrature formulas of spectral accuracy for Hadamard finite parts
of periodic divergent integrals
Zdenek Strakos (Charles University, Prague) Numerical approximation of the spectrum of self-adjoint operators and operator pre-conditioning
Daniel Szyld (Temple University) Optimal block size for block GMRES on GPUS
Francesco Tudisco (GSSI – Gran Sasso Science Institute) Optimal L-shaped matrix reordering via nonlinear matrix eigenvectors
Niel Van Buggenhout (KU Leuven) Construction of a sequence of orthogonal rational functions
Jac Weideman (Stellenbosch University) The Weeks method for computing the forward Laplace transform in the complex planePoster session speakersBernhard Beckermann Best rational approximants of Markov functions
Daniele Bertaccini Some NLAA aspects on nonlocal dynamics of complex networks through a timedependent Laplacian
Riccardo Borghi Solving Kepler’s equation via nonlinear sequence transformations
Alessandro Buccini A variational non-linear constrained model for the inversion of FDEM data
Marco Donatelli Multigrid methods for anisotropic space-fractional diffusion equations
.Fabio Durastante Solving Richards equation: theoretical challenges and parallel implementation
Luisa Fermo Cubature schemes on the real semi-axis
Andreas Frommer A multilevel approach to stochastic estimation of the trace
Silvia Gazzola Regularization by inexact Krylov methods
Khalide Jbilou Tensors Krylov-based subspace methods for image and video processing
Ferre Knaepkens Least-squares multi-dimensional exponential analysis
James Nagy Numerical methods for CT reconstruction with unknown geometry parameters
Miguel A. Pinar On symmetric orthogonal polynomials
Hassane Sadok Characterization and convergence improvement of some Krylov subspace methods for solving linear systems
Dario Andrea Bini (University of Pisa) Computing the eigenvalues of quasi-Toeplitz matrices
Claude Brezinski (Université de Lille) Peter Wynn and Co.
Adhemar Bultheel (KU-Leuven) Quasi-paraorthogonal polynomials, their zeros and quadrature
Stefano Cipolla (The University of Edinburgh) Training large scale SVMs using structured kernel approximations and ADMM
Annie Cuyt (Universiteit Antwerpen) Multidimensional exponential analysis: feasible at last
Daniela Di Serafino (University of Naples Federico II) Linear algebra in interior point methods for sparse approximation problems
Patricia Diaz De Alba (Gran Sasso Science Institute) Numerical solution of second-kind integral equations by means of anti-Gauss quadrature rules
Kathy Driver (University of Cape Town) Zeros of Jacobi polynomials
Claudio Estatico (University of Genova) Forward-backward regularization methods by modular-proximal operators
Martin Gander (Université de Genève) Iterative methods for linear systems
Concepcion Gonzales-Concepcion (Universidad La Laguna) Pad ́e approximation and Wavelet filters on logarithmic economic time series
Gianmarco Gurioli (Scuola Internazionale Superiore di Studi) Recent trends in adaptive regularisation under inexact evaluations
for nonconvex optimisation and machine learning applications
Per Christian Hansen (Technical University of Denmark) GMRES methods for tomographic reconstruction with an unmatched back projector
Ken Hayami (National Inst. of Informatics, Tokyo) Normal equations can be more stable than equations
Daniel Kressner (EPF Lausanne) Divide and conquer methods for functions of matrices with banded or hierarchicallow-rank structure
George Labahn (University of Waterloo) Smith normal form and rational approximation
Niall Madden (National University of Ireland Galway) A boundary-layer preconditioner for singularly perturbed convection diffusion
Francisco Jose Marcellan Espanol (Universidad Carlos III de Madrid) Rational spectral transformations, orthogonal polynomials and matrix factorization
Nicola Mastronardi (National Research Council of Italy) On computing Gaussian quadrature rules with high relative accuracy
Beatrice Meini (University of Pisa) Palindromic linearization and numerical solution of nonsymmetric algebraicT–Riccati equations
Aaron Melman (Santa Clara University) Generalizations of scalar polynomial properties to matrix polynomials
Gérard Meurant (CEA Paris) Detection and correction of silent errors in the Conjugate Gradient algorithm
Agnieszka Midlar (University of Kansas) Randomized FEAST algorithm for generalized Hermitian eigenvalue problems with probabilistic error analysis
Keiichi Morikuni (University of Tsukuba) Eigensolvers using complex moments for operators
Benedetta Morini (University of Firenze) Numerical algorithms for solving nonlinear systems via spectral residual methods
Stanislav Morozov (Marchuk INM RAS) On the low-rank approximations in the Chebyshev norm
Michael NG (The University of Hong Kong) Numerical methods for fractional diffusion equations
Davide Palitta (Alma Mater Studiorum, University of Bologna) On the convergence of Krylov methods with low-rank truncations
Federica Pes (Department of Mathematics and Computer) Regularized minimal-norm solution of a system of first kind integral equations
Gerlind Plonka (University of Goettingen) From ESPRIT to ESPIRA: estimation of signal parameters by iterative rational approximation
Stefano Pozza (Charles University) Gauss quadrature, linear functionals, and Lanczos algorithm
Lothar Reichel (Kent State University) Approximation of Stieltjes matrix functions via rational Gauss-type quadrature rules
Yousef Saad (University of Minnesota) Subspace iteration and variants, revisited
Ahmed Salam (Univ. Littoral) On the kernel of the vector Epsilon-algorithm
Jesus Maria Sanz-Serna (Universidad Carlos III de Madrid) Gaussian quadrature according to Gauss
Avram Sidi (Technion – Israel Institute of Technology) New numerical quadrature formulas of spectral accuracy for Hadamard finite parts
of periodic divergent integrals
Zdenek Strakos (Charles University, Prague) Numerical approximation of the spectrum of self-adjoint operators and operator pre-conditioning
Daniel Szyld (Temple University) Optimal block size for block GMRES on GPUS
Francesco Tudisco (GSSI – Gran Sasso Science Institute) Optimal L-shaped matrix reordering via nonlinear matrix eigenvectors
Niel Van Buggenhout (KU Leuven) Construction of a sequence of orthogonal rational functions
Jac Weideman (Stellenbosch University) The Weeks method for computing the forward Laplace transform in the complex planePoster session speakersBernhard Beckermann Best rational approximants of Markov functions
Daniele Bertaccini Some NLAA aspects on nonlocal dynamics of complex networks through a timedependent Laplacian
Riccardo Borghi Solving Kepler’s equation via nonlinear sequence transformations
Alessandro Buccini A variational non-linear constrained model for the inversion of FDEM data
Marco Donatelli Multigrid methods for anisotropic space-fractional diffusion equations
.Fabio Durastante Solving Richards equation: theoretical challenges and parallel implementation
Luisa Fermo Cubature schemes on the real semi-axis
Andreas Frommer A multilevel approach to stochastic estimation of the trace
Silvia Gazzola Regularization by inexact Krylov methods
Khalide Jbilou Tensors Krylov-based subspace methods for image and video processing
Ferre Knaepkens Least-squares multi-dimensional exponential analysis
James Nagy Numerical methods for CT reconstruction with unknown geometry parameters
Miguel A. Pinar On symmetric orthogonal polynomials
Hassane Sadok Characterization and convergence improvement of some Krylov subspace methods for solving linear systems
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