Simone Pezzuto

53 papers C 1Journal 33Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learned Finite Element-based Regularization of the Inverse Problem in Electrocardiographic Imaging. CoRR Manuel Haas, Thomas Grandits, Thomas Pinetz, Thomas Beiert, Simone Pezzuto, Alexander Effland
2026	J	`jnl`	Learning geometry-dependent lead-field operators for forward ECG modeling. CoRR Arsenii Dokuchaev, Francesca Bonizzoni, Stefano Pagani, Francesco Regazzoni, Simone Pezzuto
2026	J	`jnl`	NET4EXA: Pioneering the Future of Interconnects for Supercomputing and AI. CoRR Michele Martinelli, Roberto Ammendola, Andrea Biagioni, Carlotta Chiarini, Ottorino Frezza, Francesca Lo Cicero, Alessandro Lonardo, Pier Stanislao Paolucci, Elena Pastorelli, Pierpaolo Perticaroli, Luca Pontisso, Cristian Rossi, Francesco Simula, Piero Vicini, David Colin, Grégoire Pichon, Alexandre Louvet, John Gliksberg, Claire Chen, Matteo Turisini, Andrea Monterubbiano, Jean-Philippe Nominé, Denis Dutoit, Hugo Taboada, Lilia Zaourar, Mohamed Benazouz, Angelos Bilas, Fabien Chaix, Manolis Katevenis, Nikolaos Chrysos, Evangelos Mageiropoulos, Christos Kozanitis, Thomas Moen, Steffen Persvold, Einar Rustad, Sandro Fiore, Fabrizio Granelli, Simone Pezzuto, Raffaello Potestio, Luca Tubiana, Philippe Velha, Flavio Vella, Daniele De Sensi, Salvatore Pontarelli
2026	J	`jnl`	Recovering intrinsic conduction velocity and action potential duration from electroanatomic mapping data using curvature. Medical Image Anal. Caroline H. Roney, Gernot Plank, Shohreh Honarbakhsh, Caterina Vidal Horrach, Simone Pezzuto, Edward J. Vigmond
2026	J	`jnl`	Shape-informed cardiac mechanics surrogates in data-scarce regimes via geometric encoding and generative augmentation. CoRR Davide Carrara, Marc Hirschvogel, Francesca Bonizzoni, Stefano Pagani, Simone Pezzuto, Francesco Regazzoni
2025	—	`conf`	$\varDelta $-PoIssoNN: Learning Atrial Activation Map from the ECG with Physics-Informed Neural Networks. FIMH (2) Efraín Magaña, Elena Zappon, Gernot Plank, Simone Pezzuto, Francisco Sahli Costabal
2025	—	`conf`	A Fast Solver for the Complex Eikonal Equation to Initiate Cardiac Arrhythmias. FIMH (1) Tomás Banduc, Simone Pezzuto, Francisco Sahli Costabal
2025	J	`jnl`	Accurate and efficient cardiac digital twin from surface ECGs: Insights into identifiability of ventricular conduction system. Medical Image Anal. Thomas Grandits, Karli Gillette, Gernot Plank, Simone Pezzuto
2025	J	`jnl`	Finite Element-Based Space-Time Total-Variation-Type Regularization of the Inverse Problem in Electrocardiographic Imaging. SIAM J. Sci. Comput. Manuel Haas, Thomas Grandits, Thomas Pinetz, Thomas Beiert, Simone Pezzuto, Alexander Effland
2025	J	`jnl`	High-Density and High-Coverage Composite Atrial Activation Maps: An In-Silico Validation Study. IEEE Trans. Biomed. Eng. Ozan Özgül, Victor Gonçalves Marques, Ben Hermans, Arne van Hunnik, Sander Verheule, Ali Gharaviri, Simone Pezzuto, Angelo Auricchio, Ulrich Schotten, Pietro Bonizzi, Stef Zeemering
2025	C	`conf`	NET4EXA: Pioneering the Future of Interconnects for Supercomputing and AI. DSD Michele Martinelli, Roberto Ammendola, Andrea Biagioni, Carlotta Chiarini, Ottorino Frezza, Francesca Lo Cicero, Alessandro Lonardo, Pier Stanislao Paolucci, Elena Pastorelli, Pierpaolo Perticaroli, Luca Pontisso, Cristian Rossi, Francesco Simula, Piero Vicini, David Colin, Grégoire Pichon, Alexandre Louvet, John Gliksberg, Claire Chen, Matteo Turisini, Andrea Monterubbiano, Jean-Philippe Nominé, Denis Dutoit, Hugo Taboada, Lilia Zaourar, Mohamed Benazouz, Angelos Bilas, Fabien Chaix, Manolis Katevenis, Nikolaos Chrysos, Evangelos Mageiropoulos, Christos Kozanitis, Thomas Moen, Steffen Persvold, Einar Rustad, Sandro Fiore, Fabrizio Granelli, Simone Pezzuto, Raffaello Potestio, Luca Tubiana, Philippe Velha, Flavio Vella, Daniele De Sensi, Salvatore Pontarelli
2025	J	`jnl`	Probabilistic learning of the Purkinje network from the electrocardiogram. Medical Image Anal. Felipe Álvarez-Barrientos, Mariana Salinas-Camus, Simone Pezzuto, Francisco Sahli Costabal
2025	J	`jnl`	Reconstructing ventricular activation sequences from epicardial data: Insights from Geodesic Back-Propagation optimization in porcine models. Comput. Biol. Medicine Lindsay C. Rupp, Anna Busatto, Thomas Grandits, Jake A. Bergquist, Brian Zenger, Simone Pezzuto, Gernot Plank, Robert S. MacLeod, Karli Gillette
2025	J	`jnl`	Simulation-free prediction of atrial fibrillation inducibility with the fibrotic kernel signature. Medical Image Anal. Tomás Banduc, Luca Azzolin, Martin Manninger, Daniel Scherr, Gernot Plank, Simone Pezzuto, Francisco Sahli Costabal
2024	J	`jnl`	An eikonal model with re-excitability for fast simulations in cardiac electrophysiology. CoRR Lia Gander, Rolf Krause, Francisco Sahli Costabal, Simone Pezzuto
2024	J	`jnl`	Digital Twinning of Cardiac Electrophysiology Models From the Surface ECG: A Geodesic Backpropagation Approach. IEEE Trans. Biomed. Eng. Thomas Grandits, Jan Verhülsdonk, Gundolf Haase, Alexander Effland, Simone Pezzuto
2024	J	`jnl`	Ensemble learning of the atrial fiber orientation with physics-informed neural networks. CoRR Efraín Magaña, Simone Pezzuto, Francisco Sahli Costabal
2024	J	`jnl`	Explicit stabilized multirate methods for the monodomain model in cardiac electrophysiology. CoRR Giacomo Rosilho de Souza, Marcus J. Grote, Simone Pezzuto, Rolf Krause
2024	J	`jnl`	Finite element-based space-time total variation-type regularization of the inverse problem in electrocardiographic imaging. CoRR Manuel Haas, Thomas Grandits, Thomas Pinetz, Thomas Beiert, Simone Pezzuto, Alexander Effland
2024	J	`jnl`	High-order parallel-in-time method for the monodomain equation in cardiac electrophysiology. CoRR Giacomo Rosilho de Souza, Simone Pezzuto, Rolf Krause
2024	—	`conf`	Shape of my heart: Cardiac models through learned signed distance functions. MIDL Jan Verhülsdonk, Thomas Grandits, Francisco Sahli Costabal, Thomas Pinetz, Rolf Krause, Angelo Auricchio, Gundolf Haase, Simone Pezzuto, Alexander Effland
2024	J	`jnl`	Δ-PINNs: Physics-informed neural networks on complex geometries. Eng. Appl. Artif. Intell. Francisco Sahli Costabal, Simone Pezzuto, Paris Perdikaris
2023	—	`conf`	A Novel Mapping Strategy of Repetitive Patterns in Consecutive Recordings to Localize Atrial Fibrillation Sources: an In-Silico Study. CinC Victor Gonçalves Marques, Ali Gharaviri, Simone Pezzuto, Angelo Auricchio, Pietro Bonizzi, Stef Zeemering, Ulrich Schotten
2023	J	`jnl`	Boundary Integral Formulation of the Cell-by-Cell Model of Cardiac Electrophysiology. CoRR Giacomo Rosilho de Souza, Rolf Krause, Simone Pezzuto
2023	J	`jnl`	Digital twinning of cardiac electrophysiology models from the surface ECG: a geodesic backpropagation approach. CoRR Thomas Grandits, Jan Verhülsdonk, Gundolf Haase, Alexander Effland, Simone Pezzuto
2023	—	`conf`	Effect of Gap Junction Distribution, Size, and Shape on the Conduction Velocity in a Cell-by-Cell Model for Electrophysiology. FIMH Giacomo Rosilho de Souza, Simone Pezzuto, Rolf Krause
2023	—	`conf`	On the Accuracy of Eikonal Approximations in Cardiac Electrophysiology in the Presence of Fibrosis. FIMH Lia Gander, Rolf Krause, Martin Weiser, Francisco Sahli Costabal, Simone Pezzuto
2023	J	`jnl`	Probabilistic learning of the Purkinje network from the electrocardiogram. CoRR Felipe Álvarez-Barrientos, Mariana Salinas-Camus, Simone Pezzuto, Francisco Sahli Costabal
2023	J	`jnl`	Shape of my heart: Cardiac models through learned signed distance functions. CoRR Jan Verhülsdonk, Thomas Grandits, Francisco Sahli Costabal, Rolf Krause, Angelo Auricchio, Gundolf Haase, Simone Pezzuto, Alexander Effland
2023	—	`conf`	The Fibrotic Kernel Signature: Simulation-Free Prediction of Atrial Fibrillation. FIMH Francisco Sahli Costabal, Tomás Banduc, Lia Gander, Simone Pezzuto
2022	—	`conf`	Computer Simulations of Composite Maps for Detection of Atrial Fibrillation Mechanisms. CinC Ozan Özgül, Victor Gonçalves Marques, Ben Hermans, Arne van Hunnik, Sander Verheule, Ulrich Schotten, Ali Gharaviri, Simone Pezzuto, Angelo Auricchio, Pietro Bonizzi, Stef Zeemering
2022	—	`conf`	Fibrosis Reduces the Coincidence of Repetitive Activation Patterns between the Coronary Sinus and Atrial Regions in Simulated Atrial Fibrillation. CinC Margot van Montfoort, Victor Gonçalves Marques, Ozan Özgül, Ali Gharaviri, Simone Pezzuto, Angelo Auricchio, Pietro Bonizzi, Ulrich Schotten, Stef Zeemering
2022	J	`jnl`	Learning cardiac activation maps from 12-lead ECG with multi-fidelity Bayesian optimization on manifolds. CoRR Simone Pezzuto, Paris Perdikaris, Francisco Sahli Costabal
2022	J	`jnl`	Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps. CoRR Carlos Ruiz Herrera, Thomas Grandits, Gernot Plank, Paris Perdikaris, Francisco Sahli Costabal, Simone Pezzuto
2022	J	`jnl`	Physics-informed neural networks to learn cardiac fiber orientation from multiple electroanatomical maps. Eng. Comput. Carlos Ruiz Herrera, Thomas Grandits, Gernot Plank, Paris Perdikaris, Francisco Sahli Costabal, Simone Pezzuto
2022	J	`jnl`	Smoothness and continuity of cost functionals for ECG mismatch computation. CoRR Thomas Grandits, Simone Pezzuto, Gernot Plank
2022	—	`conf`	Tracking of Atrial Fibrillation Drivers Based on Propagation Patterns: An In-Silico Study. CinC Victor Gonçalves Marques, Ali Gharaviri, Simone Pezzuto, Angelo Auricchio, Pietro Bonizzi, Stef Zeemering, Ulrich Schotten
2022	J	`jnl`	Δ-PINNs: physics-informed neural networks on complex geometries. CoRR Francisco Sahli Costabal, Simone Pezzuto, Paris Perdikaris
2021	—	`conf`	Fast and Accurate Uncertainty Quantification for the ECG with Random Electrodes Location. FIMH Michael D. Multerer, Simone Pezzuto
2021	J	`jnl`	Fast characterization of inducible regions of atrial fibrillation models with multi-fidelity Gaussian process classification. CoRR Lia Gander, Simone Pezzuto, Ali Gharaviri, Rolf Krause, Paris Perdikaris, Francisco Sahli Costabal
2021	J	`jnl`	GEASI: Geodesic-based Earliest Activation Sites Identification in cardiac models. CoRR Thomas Grandits, Alexander Effland, Thomas Pock, Rolf Krause, Gernot Plank, Simone Pezzuto
2021	—	`conf`	Learning Atrial Fiber Orientations and Conductivity Tensors from Intracardiac Maps Using Physics-Informed Neural Networks. FIMH Thomas Grandits, Simone Pezzuto, Francisco Sahli Costabal, Paris Perdikaris, Thomas Pock, Gernot Plank, Rolf Krause
2021	J	`jnl`	Learning atrial fiber orientations and conductivity tensors from intracardiac maps using physics-informed neural networks. CoRR Thomas Grandits, Simone Pezzuto, Francisco Sahli Costabal, Paris Perdikaris, Thomas Pock, Gernot Plank, Rolf Krause
2021	—	`conf`	Spatial Relationship Between Atrial Fibrillation Drivers and the Presence of Repetitive Conduction Patterns Using Recurrence Analysis on In-Silico Models. CinC Victor Gonçalves Marques, Ali Gharaviri, Simone Pezzuto, Pietro Bonizzi, Stef Zeemering, Ulrich Schotten
2021	J	`jnl`	Uncertainty Quantification for the 12-lead ECG: a Lead Field Approach. CoRR Michael D. Multerer, Simone Pezzuto
2020	—	`conf`	PIEMAP: Personalized Inverse Eikonal Model from Cardiac Electro-Anatomical Maps. M&Ms and EMIDEC/STACOM@MICCAI Thomas Grandits, Simone Pezzuto, Jolijn M. Lubrecht, Thomas Pock, Gernot Plank, Rolf Krause
2020	J	`jnl`	Space-time shape uncertainties in the forward and inverse problem of electrocardiography. CoRR Lia Gander, Rolf Krause, Michael D. Multerer, Simone Pezzuto
2019	—	`conf`	Fibrillation Patterns Creep and Jump in a Detailed Three-Dimensional Model of the Human Atria. FIMH Mark Potse, Alain Vinet, Ali Gharaviri, Simone Pezzuto
2019	J	`jnl`	High-dimensional and higher-order multifidelity Monte Carlo estimators. J. Comput. Phys. Alessio Quaglino, Simone Pezzuto, Rolf Krause
2019	—	`conf`	On Sampling Spatially-Correlated Random Fields for Complex Geometries. FIMH Simone Pezzuto, Alessio Quaglino, Mark Potse
2018	—	`conf`	Acute Morphological Changes in P-Wave Morphology During Pulmonary Vein Isolation in Atrial Fibrillation Patients. CinC Ali Gharaviri, Matthias D. H. Zink, Simone Pezzuto, Mark Potse, Stef Zeemering, Rolf Krause, Angelo Auricchio, Ulrich Schotten
2018	—	`conf`	Anatomically-Induced Fibrillation in a 3D Model of the Human Atria. CinC Mark Potse, Ali Gharaviri, Simone Pezzuto, Angelo Auricchio, Rolf Krause, Sander Verheule, Ulrich Schotten
2014	—	`conf`	Patient-Specific Parameter Estimation for a Transversely Isotropic Active Strain Model of Left Ventricular Mechanics. STACOM Sjur Gjerald, Johan Hake, Simone Pezzuto, Joakim Sundnes, Samuel T. Wall