Stefano Giani

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 32

Top Topics

Eigenvalue Problems

Convolutional Neural Networks

Automatic Detection

Top Venues

J. Comput. Appl. Math.

Comput. Math. Appl.

Publications

Victoria Miles, Stefano Giani, Oliver Vogt
Approaching STEP file analysis as a language processing task: A robust and scale-invariant solution for machining feature recognition. J. Comput. Appl. Math. 427 (2023)
Victoria Miles, Stefano Giani, Oliver Vogt
Recursive encoder network for the automatic analysis of STEP files. J. Intell. Manuf. 34 (1) (2023)
Stefano Giani, Harri Hakula
On effects of concentrated loads on perforated sensitive shells of revolution. J. Comput. Appl. Math. 428 (2023)
Christian Engström, Stefano Giani, Luka Grubisic
Numerical solution of distributed-order time-fractional diffusion-wave equations using Laplace transforms. J. Comput. Appl. Math. 425 (2023)
Stefano Giani, Christian Engström, Luka Grubisic
khp-adaptive spectral projection based discontinuous Galerkin method for the numerical solution of wave equations with memory. J. Comput. Appl. Math. 429 (2023)
Thomas Wiltshire, Robert E. Bird, William M. Coombs, Stefano Giani
An open source hp-adaptive discontinuous Galerkin finite element solver for linear elasticity. Adv. Eng. Softw. 171 (2022)
Christian Engström, Stefano Giani, Luka Grubisic
Higher Order Composite DG approximations of Gross-Pitaevskii ground state: Benchmark results and experiments. J. Comput. Appl. Math. 400 (2022)
Victoria Miles, Francis Gurr, Stefano Giani
Camera-Based System for the Automatic Detection of Vehicle Axle Count and Speed Using Convolutional Neural Networks. Int. J. Intell. Transp. Syst. Res. 20 (3) (2022)
Christian Engström, Stefano Giani, Luka Grubisic
A spectral projection based method for the numerical solution of wave equations with memory. Appl. Math. Lett. 127 (2022)
Angus Baird, Stefano Giani
An Artificial Intelligence System for Combined Fruit Detection and Georeferencing, Using RTK-Based Perspective Projection in Drone Imagery. CoRR (2021)
Stefano Giani, Harri Hakula
On effects of perforated domains on parameter-dependent free vibration. J. Comput. Appl. Math. 394 (2021)
Kavyashree Ranawat, Stefano Giani
Artificial intelligence prediction of stock prices using social media. CoRR (2021)
Ornela Mulita, Stefano Giani, Luca Heltai
Quasi-Optimal Mesh Sequence Construction through Smoothed Adaptive Finite Element Methods. SIAM J. Sci. Comput. 43 (3) (2021)
Stefano Giani, Luka Grubisic, Luca Heltai, Ornela Mulita
Smoothed-Adaptive Perturbed Inverse Iteration for Elliptic Eigenvalue Problems. Comput. Methods Appl. Math. 21 (2) (2021)
Stefano Giani, Pavel Solín
Solving elliptic eigenproblems with adaptive multimesh hp-FEM. J. Comput. Appl. Math. 394 (2021)
Jonathan Readshaw, Stefano Giani
Using company-specific headlines and convolutional neural networks to predict stock fluctuations. Neural Comput. Appl. 33 (24) (2021)
Stefano Giani, Luka Grubisic, Harri Hakula, Jeffrey S. Ovall
A Posteriori Error Estimates for Elliptic Eigenvalue Problems Using Auxiliary Subspace Techniques. J. Sci. Comput. 88 (3) (2021)
Stefano Giani, Luka Grubisic, Luca Heltai, Ornela Mulita
Smoothed-adaptive perturbed inverse iteration for elliptic eigenvalue problems. CoRR (2021)
Jonathan Readshaw, Stefano Giani
Using Company Specific Headlines and Convolutional Neural Networks to Predict Stock Fluctuations. CoRR (2020)
Stefano Giani, Luka Grubisic, Harri Hakula, Jeffrey S. Ovall
A Posteriori Error Estimates for Elliptic Eigenvalue Problems Using Auxiliary Subspace Techniques. CoRR (2020)
Stefano Giani
An adaptive composite discontinuous Galerkin method for elliptic problems on complicated domains with discontinuous coefficients. Adv. Comput. Math. 46 (2) (2020)
Thomas Adams, Nicholas McLeish, Stefano Giani, William M. Coombs
A parabolic level set reinitialisation method using a discontinuous Galerkin discretisation. Comput. Math. Appl. 78 (9) (2019)
Thomas Adams, Stefano Giani, William M. Coombs
A high-order elliptic PDE based level set reinitialisation method using a discontinuous Galerkin discretisation. J. Comput. Phys. 379 (2019)
S. O'Sullivan, Robert E. Bird, William M. Coombs, Stefano Giani
Rapid non-linear finite element analysis of continuous and discontinuous Galerkin methods in MATLAB. Comput. Math. Appl. 78 (9) (2019)
Andrea Cangiani, Emmanuil H. Georgoulis, Stefano Giani, Stephen Metcalfe
hp-adaptive discontinuous Galerkin methods for non-stationary convection-diffusion problems. Comput. Math. Appl. 78 (9) (2019)
Robert E. Bird, William M. Coombs, Stefano Giani
A posteriori discontinuous Galerkin error estimator for linear elasticity. Appl. Math. Comput. (2019)
Stefano Giani
Enriched Discontinuous Galerkin Method for Second-Order Elliptic Source Problems. SIAM J. Sci. Comput. 40 (5) (2018)
Stefano Giani
Reliable anisotropic-adaptive discontinuous Galerkin method for simplified PN approximations of radiative transfer. J. Comput. Appl. Math. 337 (2018)
Stefano Giani, Luka Grubisic, Harri Hakula, Jeffrey S. Ovall
An a posteriori estimator of eigenvalue/eigenvector error for penalty-type discontinuous Galerkin methods. Appl. Math. Comput. 319 (2018)
Robert E. Bird, William M. Coombs, Stefano Giani
Fast native-MATLAB stiffness assembly for SIPG linear elasticity. Comput. Math. Appl. 74 (12) (2017)
Christian Engström, Stefano Giani, Luka Grubisic
Efficient and reliable hp-FEM estimates for quadratic eigenvalue problems and photonic crystal applications. Comput. Math. Appl. 72 (4) (2016)
Stefano Giani, Luka Grubisic, Agnieszka Miedlar, Jeffrey S. Ovall
Robust error estimates for approximations of non-self-adjoint eigenvalue problems. Numerische Mathematik 133 (3) (2016)
Stefano Giani
hp-Adaptive composite discontinuous Galerkin methods for elliptic eigenvalue problems on complicated domains. Appl. Math. Comput. 267 (2015)
Stefano Giani
Solving elliptic eigenvalue problems on polygonal meshes using discontinuous Galerkin composite finite element methods. Appl. Math. Comput. 267 (2015)
Paola F. Antonietti, Stefano Giani, Paul Houston
Domain Decomposition Preconditioners for Discontinuous Galerkin Methods for Elliptic Problems on Complicated Domains. J. Sci. Comput. 60 (1) (2014)
Stefano Giani
A hp-adaptive discontinuous Galerkin method for plasmonic waveguides. J. Comput. Appl. Math. 270 (2014)
Stefano Giani, Dominik Schötzau, Liang Zhu
An a-posteriori error estimate for hp-adaptive DG methods for convection-diffusion problems on anisotropically refined meshes. Comput. Math. Appl. 67 (4) (2014)
Stefano Giani, Paul Houston
Goal-oriented adaptive composite discontinuous Galerkin methods for incompressible flows. J. Comput. Appl. Math. 270 (2014)
Stefano Giani
An a posteriori error estimator for $$hp$$ -adaptive continuous Galerkin methods for photonic crystal applications. Computing 95 (5) (2013)
Stefano Giani
High-order/ $$hp$$ -adaptive discontinuous Galerkin finite element methods for acoustic problems. Computing 95 (S1) (2013)
Stefano Giani, Edward Hall
An a-posteriori error estimate for $$hp$$ -adaptive DG methods for elliptic eigenvalue problems on anisotropically refined meshes. Computing 95 (S1) (2013)
Stefano Giani, Luka Grubisic, Jeffrey S. Ovall
Error control for $$hp$$ -adaptive approximations of semi-definite eigenvalue problems. Computing 95 (S1) (2013)
Pavel Solín, Stefano Giani
An iterative adaptive hp-FEM method for non-symmetric elliptic eigenvalue problems. Computing 95 (S1) (2013)
Paola F. Antonietti, Stefano Giani, Paul Houston
hp-Version Composite Discontinuous Galerkin Methods for Elliptic Problems on Complicated Domains. SIAM J. Sci. Comput. 35 (3) (2013)
Stefano Giani
An a posteriori error estimator for hp-adaptive discontinuous Galerkin methods for computing band gaps in photonic crystals. J. Comput. Appl. Math. 236 (18) (2012)
David J. Chappell, Gregor Tanner, Stefano Giani
Boundary element dynamical energy analysis: A versatile method for solving two or three dimensional wave problems in the high frequency limit. J. Comput. Phys. 231 (18) (2012)
Stefano Giani, Ivan G. Graham
Adaptive finite element methods for computing band gaps in photonic crystals. Numerische Mathematik 121 (1) (2012)
Pavel Solín, Stefano Giani
An iterative adaptive finite element method for elliptic eigenvalue problems. J. Comput. Appl. Math. 236 (18) (2012)
Stefano Giani, Ivan G. Graham
A Convergent Adaptive Method for Elliptic Eigenvalue Problems. SIAM J. Numer. Anal. 47 (2) (2009)