RE.PUBLIC@POLIMI pubblicazioni di ricerca del Politecnico di Milano

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Reconstructing relaxed configurations in elastic bodies: Mathematical formulations and numerical methods for cardiac modeling 1-gen-2024 Barnafi, N. A.Regazzoni, F.Riccobelli, D.
An electromechanics-driven fluid dynamics model for the simulation of the whole human heart 1-gen-2024 Zingaro, AlbertoBucelli, MichelePiersanti, RobertoRegazzoni, FrancescoDede', LucaQuarteroni, Alfio
Learning the intrinsic dynamics of spatio-temporal processes through Latent Dynamics Networks 1-gen-2024 Regazzoni, FrancescoPagani, StefanoSalvador, MatteoDede’, LucaQuarteroni, Alfio
A detailed mathematical model of the human atrial cardiomyocyte: integration of electrophysiology and cardiomechanics 1-gen-2023 Regazzoni, FrancescoDede', LucaQuarteroni, AlfioSeveri, Stefano +
A comprehensive and biophysically detailed computational model of the whole human heart electromechanics 1-gen-2023 Fedele, MarcoPiersanti, RobertoRegazzoni, FrancescoSalvador, MatteoAfrica, Pasquale ClaudioBucelli, MicheleZingaro, AlbertoDede’, LucaQuarteroni, Alfio
A mathematical model of the human heart suitable to address clinical problems 1-gen-2023 Quarteroni A.Dede' L.Regazzoni F.Vergara C.
A comprehensive mathematical model for cardiac perfusion 1-gen-2023 Zingaro A.Vergara C.Dede' L.Regazzoni F.Quarteroni A.
Fast and robust parameter estimation with uncertainty quantification for the cardiac function 1-gen-2023 Salvador, MatteoRegazzoni, FrancescoDede’, LucaQuarteroni, Alfio
Preserving the positivity of the deformation gradient determinant in intergrid interpolation by combining RBFs and SVD: Application to cardiac electromechanics 1-gen-2023 Bucelli, MRegazzoni, FDede', LQuarteroni, A
lifex-ep: a robust and efficient software for cardiac electrophysiology simulations 1-gen-2023 Piersanti, RobertoRegazzoni, FrancescoBucelli, MichelePagani, StefanoDede', LucaQuarteroni, Alfio +
Physics-informed Neural Networks for parameter estimation in cardiac mechanics 1-gen-2022 Pagani, StefanoRegazzoni, FrancescoSalvador, MatteoFraulin, DanielZacchei, FilippoQuarteroni, Alfio
Neural networks based real-time simulations of cardiac electromechanics 1-gen-2022 Regazzoni, FrancescoSalvador, MatteoDede', LucaQuarteroni, Alfio
Electromechanical modeling of cardiac arrhythmias 1-gen-2022 Salvador, MatteoRegazzoni, FrancescoPagani, StefanoDede', LucaQuarteroni, Alfio
Multiphysics and multiscale models for the numerical simulation of the cardiac function 1-gen-2022 L. Dede'P. AfricaM. BucelliM. FedeleR. PiersantiA. QuarteroniF. RegazzoniM. SalvadorA. Zingaro
An electromechanical model of the entire human heart coupled with a lumped parameters model of the circulatory system 1-gen-2022 M. FedeleR. PiersantiF. RegazzoniM. SalvadorP. C. AfricaM. BucelliL. Dede'A. Quarteroni
A physiologically detailed 3D-0D closed-loop model for the simulation of cardiac electromechanics 1-gen-2022 R. PiersantiF. RegazzoniM. SalvadorL. Dede'C. VergaraA. Quarteroni
Machine learning based real-time simulation of the cardiac electromechanical function enabling global sensitivity analysis and bayesian parameter estimation 1-gen-2022 F. RegazzoniM. SalvadorL. Dede'A. Quarteroni
Non-intrusive and mesh-free neural network models of parametrized differential equations with variable geometry 1-gen-2022 S. PaganiF. RegazzoniL. Dede'A. Quarteroni
A machine learning method for real-time numerical simulations of cardiac electromechanics 1-gen-2022 Regazzoni, F.Salvador, M.Dede’, LucaQuarteroni, A.
Modeling the cardiac electromechanical function: A mathematical journey 1-gen-2022 Quarteroni, AlfioDedè, LucaRegazzoni, Francesco
A Novel Human Atrial Electromechanical Cardiomyocyte Model with Mechano-Calcium Feedback Effect 1-gen-2022 Francesco RegazzoniLuca Dede'Alfio Quarteroni +
A cardiac electromechanical model coupled with a lumped-parameter model for closed-loop blood circulation 1-gen-2022 Regazzoni, F.Salvador, M.Africa, P. C.Fedele, M.Dede', L.Quarteroni, A.
A fast cardiac electromechanics model coupling the Eikonal and the nonlinear mechanics equations 1-gen-2022 Stella, SRegazzoni, FVergara, CDede', LQuarteroni, A
The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia 1-gen-2022 Salvador M.Regazzoni F.Pagani S.Dede' L.Quarteroni A. +
3D–0D closed-loop model for the simulation of cardiac biventricular electromechanics 1-gen-2022 Roberto PiersantiFrancesco RegazzoniMatteo SalvadorLuca Dede’Christian VergaraAlfio Quarteroni +
Universal Solution Manifold Networks (USM-Nets): Non-Intrusive Mesh-Free Surrogate Models for Problems in Variable Domains 1-gen-2022 Regazzoni F.Pagani S.Quarteroni A.
COMPUTER-IMPLEMENTED METHOD FOR THE GENERATION OF A MATHEMATICAL MODEL WITH REDUCED COMPUTATIONAL COMPLEXITY 1-gen-2021 DEDE' L.QUARTERONI A.REGAZZONI F.
Combining data assimilation and machine learning to build data-driven models for unknown long time dynamics—Applications in cardiovascular modeling 1-gen-2021 Regazzoni F.Chapelle D.Moireau P.
Active Force Generation in Cardiac Muscle Cells: Mathematical Modeling and Numerical Simulation of the Actin-Myosin Interaction 1-gen-2021 Regazzoni F.Dede' L.Quarteroni A.
Accelerating the convergence to a limit cycle in 3D cardiac electromechanical simulations through a data-driven 0D emulator 1-gen-2021 Regazzoni F.Quarteroni A.
Modeling the cardiac response to hemodynamic changes associated with COVID-19: a computational study 1-gen-2021 Luca DedèFrancesco RegazzoniChristian VergaraPaolo ZuninoAlfio Quarteroni +
Mathematical and numerical models for the cardiac electromechanical function 1-gen-2021 Luca Dede'Alfio QuarteroniFrancesco regazzoni
An oscillation-free fully staggered algorithm for velocity-dependent active models of cardiac mechanics 1-gen-2021 Regazzoni F.Quarteroni A.
Electro-Mechanical Coupling in Human Atrial Cardiomyocytes: Model Development and Analysis of Inotropic Interventions 1-gen-2021 Regazzoni, FrancescoDede, LucaQuarteroni, Alfio +
A physics-informed multi-fidelity approach for the estimation of differential equations parameters in low-data or large-noise regimes 1-gen-2021 Francesco RegazzoniStefano PaganiAlfio Quarteroni +
Metodo basato su reti neurali per costruire modelli surrogati di tipo differenziale e tempo-dipendenti, utilizzando in modo combinato dati e conoscenza a priori delle proprietà del fenomeno 1-gen-2020 A. QuarteroniL. Dede'F. Regazzoni
Machine learning of multiscale active force generation models for the efficient simulation of cardiac electromechanics 1-gen-2020 Regazzoni F.Dede L.Quarteroni A.
Biophysically detailed mathematical models of multiscale cardiac active mechanics 1-gen-2020 Regazzoni F.Dede' L.Quarteroni A.
Machine learning for fast and reliable solution of time-dependent differential equations 1-gen-2019 Regazzoni, F.Dedè, L.Quarteroni, A.
Active contraction of cardiac cells: a reduced model for sarcomere dynamics with cooperative interactions 1-gen-2018 F. RegazzoniL. Dede'A. Quarteroni
Topology optimization with a time-integral cost functional 1-gen-2018 M. BruggiN. ParoliniREGAZZONI, FRANCESCOM. Verani
Topology optimization of multiple anisotropic materials, with application to self-assembling diblock copolymers 1-gen-2018 Regazzoni, F.Parolini, N.Verani, M.
Finite Element Approximation of a Time-Dependent Topology Optimization Problem 1-gen-2016 BRUGGI, MATTEOPAROLINI, NICOLARegazzoni, FrancescoVERANI, MARCO
Mostrati risultati da 1 a 43 di 43
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