Luca Pegolotti - Publications, H-index & Citations

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Luca Pegolotti

swiss federal institutes of technology domain

8H-index

31Paper Count

398Citation Count

Published Papers 6

Publication Date

Bayesian Windkessel calibration using optimized zero-dimensional surrogate models

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2025-03-13

PREAI

Richter, Jakob; Nitzler, Jonas; Pegolotti, Luca; Menon, Karthik; Biehler, Jonas; Wall, Wolfgang A.; Schiavazzi, Daniele E.; Marsden, Alison L.; Pfaller, Martin R.

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Learning reduced-order models for cardiovascular simulations with graph neural networks

COMPUTERS IN BIOLOGY AND MEDICINE

IF6.3

2024-01-01

OAAI

Pegolotti, Luca; Pfaller, Martin R.; Rubio, Natalia L.; Ding, Ke; Brufau, Rita Brugarolas; Darve, Eric; Marsden, Alison L.

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

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2021-07-01

OAAI

Pegolotti, Luca; Pfaller, Martin R.; Marsden, Alison L.; Deparis, Simone

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Implementation and Calibration of a Deep Neural Network to Predict Parameters of Left Ventricular Systolic Function Based on Pulmonary and Systemic Arterial Pressure Signals

FRONTIERS IN PHYSIOLOGY

IF3.4

2020-09-11

OAAI

Bonnemain, Jean; Pegolotti, Luca; Liaudet, Lucas; Deparis, Simone

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Data driven approximation of parametrized PDEs by reduced basis and neural networks

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2020-09-01

OAAI

Dal Santo, Niccolo; Deparis, Simone; Pegolotti, Luca

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Isogeometric Analysis of the electrophysiology in the human heart: Numerical simulation of the bidomain equations on the atria

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2019-01-01

PREAI

Pegolotti, Luca; Dede, Luca; Quarteroni, Alfio

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Research Directions