Marco Tezzele

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 29

Top Topics

Civil Engineering

Space Reduction

Parameter Space

Top Venues

Adv. Model. Simul. Eng. Sci.

J. Open Source Softw.

Publications

Sara M. Ichinaga, Francesco Andreuzzi, Nicola Demo, Marco Tezzele, Karl Lapo, Gianluigi Rozza, Steven L. Brunton, J. Nathan Kutz
PyDMD: A Python package for robust dynamic mode decomposition. CoRR (2024)
Marco Tezzele, Steven Carr, Ufuk Topcu, Karen E. Willcox
Adaptive planning for risk-aware predictive digital twins. CoRR (2024)
Alessandro Pecile, Nicola Demo, Marco Tezzele, Gianluigi Rozza, Dimitri Breda
Data-driven Discovery of Delay Differential Equations with Discrete Delays. CoRR (2024)
Francesco Romor, Marco Tezzele, Gianluigi Rozza
A Local Approach to Parameter Space Reduction for Regression and Classification Tasks. J. Sci. Comput. 99 (3) (2024)
Nicola Demo, Marco Tezzele, Gianluigi Rozza
A DeepONet Multi-Fidelity Approach for Residual Learning in Reduced Order Modeling. CoRR (2023)
Nicola Demo, Marco Tezzele, Gianluigi Rozza
A DeepONet multi-fidelity approach for residual learning in reduced order modeling. Adv. Model. Simul. Eng. Sci. 10 (1) (2023)
Matteo Torzoni, Marco Tezzele, Stefano Mariani, Andrea Manzoni, Karen E. Willcox
A digital twin framework for civil engineering structures. CoRR (2023)
Marco Tezzele, Lorenzo Fabris, Matteo Sidari, Mauro Sicchiero, Gianluigi Rozza
A multi-fidelity approach coupling parameter space reduction and non-intrusive POD with application to structural optimization of passenger ship hulls. CoRR (2022)
Francesco Romor, Marco Tezzele, Markus Mrosek, Carsten Othmer, Gianluigi Rozza
Multi-fidelity data fusion through parameter space reduction with applications to automotive engineering. CoRR (2021)
Marco Tezzele, Nicola Demo, Andrea Mola, Gianluigi Rozza
PyGeM: Python Geometrical Morphing. Softw. Impacts 7 (2021)
Francesco Romor, Marco Tezzele, Gianluigi Rozza
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis. Softw. Impacts 10 (2021)
Nicola Demo, Marco Tezzele, Gianluigi Rozza
A Supervised Learning Approach Involving Active Subspaces for an Efficient Genetic Algorithm in High-Dimensional Optimization Problems. SIAM J. Sci. Comput. 43 (3) (2021)
Francesco Romor, Marco Tezzele, Gianluigi Rozza
ATHENA: Advanced Techniques for High Dimensional Parameter Spaces to Enhance Numerical Analysis. CoRR (2021)
Eleonora Donadini, Maria Strazzullo, Marco Tezzele, Gianluigi Rozza
A data-driven partitioned approach for the resolution of time-dependent optimal control problems with dynamic mode decomposition. CoRR (2021)
Nicola Demo, Marco Tezzele, Andrea Mola, Gianluigi Rozza
Hull shape design optimization with parameter space and model reductions, and self-learning mesh morphing. CoRR (2021)
Francesco Romor, Marco Tezzele, Gianluigi Rozza
A local approach to parameter space reduction for regression and classification tasks. CoRR (2021)
Marco Tezzele, Nicola Demo, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
Enhancing CFD predictions in shape design problems by model and parameter space reduction. Adv. Model. Simul. Eng. Sci. 7 (1) (2020)
Francesco Romor, Marco Tezzele, Gianluigi Rozza
Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces. CoRR (2020)
Mahmoud Gadalla, Marta Cianferra, Marco Tezzele, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis. CoRR (2020)
Nicola Demo, Marco Tezzele, Gianluigi Rozza
A supervised learning approach involving active subspaces for an efficient genetic algorithm in high-dimensional optimization problems. CoRR (2020)
Marco Tezzele, Nicola Demo, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
Enhancing CFD predictions in shape design problems by model and parameter space reduction. CoRR (2020)
Francesco Romor, Marco Tezzele, Andrea Lario, Gianluigi Rozza
Kernel-based Active Subspaces with application to CFD parametric problems using Discontinuous Galerkin method. CoRR (2020)
Mahmoud Gadalla, Marco Tezzele, Andrea Mola, Gianluigi Rozza
BladeX: Python Blade Morphing. J. Open Source Softw. 4 (34) (2019)
Andrea Mola, Marco Tezzele, Mahmoud Gadalla, Federica Valdenazzi, Davide Grassi, Roberta Padovan, Gianluigi Rozza
Efficient Reduction in Shape Parameter Space Dimension for Ship Propeller Blade Design. CoRR (2019)
Nicola Demo, Marco Tezzele, Gianluigi Rozza
A non-intrusive approach for proper orthogonal decomposition modal coefficients reconstruction through active subspaces. CoRR (2019)
Gianluigi Rozza, Martin W. Hess, Giovanni Stabile, Marco Tezzele, Francesco Ballarin
Basic Ideas and Tools for Projection-Based Model Reduction of Parametric Partial Differential Equations. CoRR (2019)
Marco Tezzele, Filippo Salmoiraghi, Andrea Mola, Gianluigi Rozza
Dimension reduction in heterogeneous parametric spaces with application to naval engineering shape design problems. Adv. Model. Simul. Eng. Sci. 5 (1) (2018)
Nicola Demo, Marco Tezzele, Gianluigi Rozza
PyDMD: Python Dynamic Mode Decomposition. J. Open Source Softw. 3 (22) (2018)
Nicola Demo, Marco Tezzele, Gianluigi Rozza
EZyRB: Easy Reduced Basis method. J. Open Source Softw. 3 (24) (2018)