Martin W. Hess

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 13

Top Topics

Surface Interpolation

Efficient Computation

Decomposition Algorithm

Computational Efficiency

Top Venues

Adv. Comput. Math.

Comput. Math. Appl.

Publications

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 (2023)
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 (2023)
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) (2023)
Martin W. Hess, Annalisa Quaini, Gianluigi Rozza
Data-Driven Enhanced Model Reduction for Bifurcating Models in Computational Fluid Dynamics. CoRR (2022)
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 (2022)
Martin W. Hess, Andrea Lario, Gianmarco Mengaldo, Gianluigi Rozza
Reduced order modeling for spectral element methods: current developments in Nektar++ and further perspectives. CoRR (2022)
Martin W. Hess, Gianluigi Rozza
Model Reduction Using Sparse Polynomial Interpolation for the Incompressible Navier-Stokes Equations. CoRR (2022)
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) (2021)
Martin W. Hess, Annalisa Quaini, Gianluigi Rozza
A comparison of reduced-order modeling approaches for PDEs with bifurcating solutions. CoRR (2020)
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 (2020)
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 (2019)
Nirav Vasant Shah, Martin W. Hess, Gianluigi Rozza
Discontinuous Galerkin Model Order Reduction of Geometrically Parametrized Stokes Equation. 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)
Martin W. Hess, Peter Benner
Output Error Estimates in Reduced Basis Methods for Time-Harmonic Maxwell's Equations. ENUMATH (2015)