Publications

2024

SPACE-TIME REDUCED BASIS METHODS FOR PARAMETRIZED UNSTEADY STOKES EQUATIONS

R. Tenderini; N. Mueller; S. Deparis 

Siam Journal On Scientific Computing. 2024-01-01. Vol. 46, num. 1, p. B1-B32. DOI : 10.1137/22M1509114.

2023

DeepBND: A machine learning approach to enhance multiscale solid mechanics

F. Rocha; S. Deparis; P. Antolin; A. Buffa 

Journal of Computational Physics. 2023-02-14. Vol. 479, p. 111996. DOI : 10.1016/j.jcp.2023.111996.

2022

The INTERNODES method for applications in contact mechanics and dedicated preconditioning techniques

Y. Voet; G. Anciaux; S. Deparis; P. Gervasio 

Computers & Mathematics With Applications. 2022-12-01. Vol. 127, p. 48-64. DOI : 10.1016/j.camwa.2022.09.019.

PDE-Aware Deep Learning for Inverse Problems in Cardiac Electrophysiology

R. Tenderini; S. Pagani; A. Quarteroni; S. Deparis 

SIAM Journal on Scientific Computing. 2022-06-01. Vol. 44, num. 3, p. B605-B639. DOI : 10.1137/21M1438529.

Gender, prior knowledge, and the impact of a flipped linear algebra course for engineers over multiple years

C. Hardebolle; H. Verma; R. Tormey; S. Deparis 

Journal of Engineering Education. 2022-05-18.  p. 1-21. DOI : 10.1002/jee.20467.

Conservation of Forces and Total Work at the Interface Using the Internodes Method

S. Deparis; P. Gervasio 

Vietnam Journal of Mathematics. 2022-05-10. DOI : 10.1007/s10013-022-00560-9.

2021

Deep Neural Network to Accurately Predict Left Ventricular Systolic Function Under Mechanical Assistance

J. Bonnemain; M. Zeller; L. Pegolotti; S. Deparis; L. Liaudet 

Frontiers In Cardiovascular Medicine. 2021-10-26. Vol. 8, p. 752088. DOI : 10.3389/fcvm.2021.752088.

On the preconditioning of the INTERNODES matrix for applications in contact mechanics

Y. Voet 

2021-10-13.

Model order reduction of flow based on a modular geometrical approximation of blood vessels

L. Pegolotti; M. R. Pfaller; A. L. Marsden; S. Deparis 

Computer Methods in Applied Mechanics and Engineering. 2021-03-27. Vol. 380, p. 113762. DOI : 10.1016/j.cma.2021.113762.

Reduction techniques for PDEs built upon Reduced Basis and Domain Decomposition Methods with applications to hemodynamics

L. Pegolotti / S. Deparis (Dir.)  

Lausanne, EPFL, 2021.