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Journal Articles
- 2023
[j3]Martin W. Hess, Annalisa Quaini
, Gianluigi Rozza:
A data-driven surrogate modeling approach for time-dependent incompressible Navier-Stokes equations with dynamic mode decomposition and manifold interpolation. Adv. Comput. Math. 49(2): 22 (2023)- [j2]Isabella Carla Gonnella, Martin W. Hess, Giovanni Stabile, Gianluigi Rozza:
A two-stage deep learning architecture for model reduction of parametric time-dependent problems. Comput. Math. Appl. 149: 115-127 (2023) - 2021
- [j1]Moreno Pintore, Federico Pichi, Martin W. Hess, Gianluigi Rozza, Claudio Canuto:
Efficient computation of bifurcation diagrams with a deflated approach to reduced basis spectral element method. Adv. Comput. Math. 47(1): 1 (2021)
Conference and Workshop Papers
- 2019
- [c2]Nirav Vasant Shah, Martin Wilfried Hess, Gianluigi Rozza:
Discontinuous Galerkin Model Order Reduction of Geometrically Parametrized Stokes Equation. ENUMATH 2019: 551-561 - 2015
- [c1]Martin W. Hess, Peter Benner:
Output Error Estimates in Reduced Basis Methods for Time-Harmonic Maxwell's Equations. ENUMATH 2015: 351-358
Informal and Other Publications
- 2023
- [i10]Isabella Carla Gonnella, Martin W. Hess, Giovanni Stabile, Gianluigi Rozza:
A two stages Deep Learning Architecture for Model Reduction of Parametric Time-Dependent Problems. CoRR abs/2301.09926 (2023) - 2022
- [i9]Martin W. Hess, Gianluigi Rozza:
Model Reduction Using Sparse Polynomial Interpolation for the Incompressible Navier-Stokes Equations. CoRR abs/2201.03228 (2022) - [i8]Martin W. Hess, Andrea Lario, Gianmarco Mengaldo, Gianluigi Rozza:
Reduced order modeling for spectral element methods: current developments in Nektar++ and further perspectives. CoRR abs/2201.05404 (2022) - [i7]Martin W. Hess, Annalisa Quaini, Gianluigi Rozza:
A Data-Driven Surrogate Modeling Approach for Time-Dependent Incompressible Navier-Stokes Equations with Dynamic Mode Decomposition and Manifold Interpolation. CoRR abs/2201.10872 (2022) - [i6]Martin W. Hess, Annalisa Quaini, Gianluigi Rozza:
Data-Driven Enhanced Model Reduction for Bifurcating Models in Computational Fluid Dynamics. CoRR abs/2202.09250 (2022) - 2020
- [i5]Nicola Giuliani, Martin W. Hess, Antonio DeSimone, Gianluigi Rozza:
MicroROM: An Efficient and Accurate Reduced Order Method to Solve Many-Query Problems in Micro-Motility. CoRR abs/2006.13836 (2020) - [i4]Martin W. Hess, Annalisa Quaini, Gianluigi Rozza:
A comparison of reduced-order modeling approaches for PDEs with bifurcating solutions. CoRR abs/2010.07370 (2020) - 2019
- [i3]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 abs/1911.08954 (2019) - [i2]Moreno Pintore, Federico Pichi, Martin W. Hess, Gianluigi Rozza, Claudio Canuto:
Efficient computation of bifurcation diagrams with a deflated approach to reduced basis spectral element method. CoRR abs/1912.06089 (2019) - [i1]Nirav Vasant Shah, Martin W. Hess, Gianluigi Rozza:
Discontinuous Galerkin Model Order Reduction of Geometrically Parametrized Stokes Equation. CoRR abs/1912.09787 (2019)
Coauthor Index
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