Luca Pegolotti

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Bayesian Decision

Approximation Error

Top Venues

J. Comput. Phys.

Comput. Biol. Medicine

Publications

Luca Pegolotti, Martin R. Pfaller, Natalia L. Rubio, Ke Ding, Rita Brugarolas Brufau, Eric Darve, Alison L. Marsden
Learning reduced-order models for cardiovascular simulations with graph neural networks. Comput. Biol. Medicine 168 (2024)
Natalia L. Rubio, Luca Pegolotti, Martin R. Pfaller, Eric F. Darve, Alison L. Marsden
Hybrid Physics-Based and Data-Driven Modeling of Vascular Bifurcation Pressure Differences. CoRR (2024)
Jakob Richter, Jonas Nitzler, Luca Pegolotti, Karthik Menon, Jonas Biehler, Wolfgang A. Wall, Daniele E. Schiavazzi, Alison L. Marsden, Martin R. Pfaller
Bayesian Windkessel calibration using optimized 0D surrogate models. CoRR (2024)
Luca Pegolotti, Martin R. Pfaller, Natalia L. Rubio, Ke Ding, Rita Brugarolas Brufau, Eric Darve, Alison L. Marsden
Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks. CoRR (2023)
Niccolò Dal Santo, Simone Deparis, Luca Pegolotti
Data driven approximation of parametrized PDEs by reduced basis and neural networks. J. Comput. Phys. 416 (2020)
Luca Pegolotti, Martin R. Pfaller, Alison L. Marsden, Simone Deparis
Model order reduction of flow based on a modular geometrical approximation of blood vessels. CoRR (2020)
Niccolò Dal Santo, Simone Deparis, Luca Pegolotti
Data driven approximation of parametrized PDEs by Reduced Basis and Neural Networks. CoRR (2019)
Simone Deparis, Luca Pegolotti
Coupling non-conforming discretizations of PDEs by spectral approximation of the Lagrange multiplier space. CoRR (2018)