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List of works by Andrea Manzoni

A Comprehensive Deep Learning-Based Approach to Reduced Order Modeling of Nonlinear Time-Dependent Parametrized PDEs

scientific article published in 2021

A reduced computational and geometrical framework for inverse problems in hemodynamics

scientific article published on 25 June 2013

Accurate Solution of Bayesian Inverse Uncertainty Quantification Problems Combining Reduced Basis Methods and Reduction Error Models

Boundary control and shape optimization for the robust design of bypass anastomoses under uncertainty

article by Toni Lassila et al published 17 June 2013 in ESAIM: Mathematical Modelling and Numerical Analysis

Certified reduced basis approximation for parametrized partial differential equations and applications

article

Computational Reduction for Parametrized PDEs: Strategies and Applications

Fast simulations of patient-specific haemodynamics of coronary artery bypass grafts based on a POD–Galerkin method and a vascular shape parametrization

Mathematical Modelling of the Human Cardiovascular System

book

Model reduction techniques for fast blood flow simulation in parametrized geometries

scientific article published on 5 October 2011

On the approximation of stability factors for general parametrized partial differential equations with a two-level affine decomposition

POD-DL-ROM: Enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decomposition

scientific article published in 2022

Reduced Basis Approximation for Shape Optimization in Thermal Flows with a Parametrized Polynomial Geometric Map

scholarly article published 17 September 2010

Reduced Basis Method for Parametrized Elliptic Optimal Control Problems

Reduced Basis Methods for Partial Differential Equations

scholarly article published 2016

Reduction Strategies for Shape Dependent Inverse Problems in Haemodynamics

Shape optimization for viscous flows by reduced basis methods and free-form deformation

Supremizer stabilization of POD-Galerkin approximation of parametrized steady incompressible Navier-Stokes equations

article

The cardiovascular system: Mathematical modelling, numerical algorithms and clinical applications

scholarly article by Alfio Quarteroni et al published May 2017 in Acta Numerica

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