Salvador, Matteo
- Fast and robust parameter estimation with uncertainty quantification for the cardiac function
2022/10/06 by Matteo Salvador, Salvador, Matteo, Francesco Regazzoni +5 · 4 citations
Engineering · Medicine · #Cardiac electrophysiology and arrhythmias #Cardiovascular Function and Risk Factors #FOS: Mathematics #Fuel Cells and Related Materials #Numerical Analysis (math.NA)
- Non intrusive reduced order modeling of parametrized PDEs by kernel POD\n and neural networks
2021/03/31 by Matteo Salvador, Luca Dede’, Salvador, Matteo +3 · 2 citations
Engineering · Physics and Astronomy · #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
- The role of mechano-electric feedbacks and hemodynamic coupling in scar-related ventricular tachycardia
2021/10/28 by Matteo Salvador, Francesco Regazzoni, Salvador, Matteo +9 · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Cardiac Arrhythmias and Treatments #Cardiac electrophysiology and arrhythmias #Electron Spin Resonance Studies #FOS: Biological sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Tissues and Organs (q-bio.TO)
- Improved multifidelity Monte Carlo estimators based on normalizing flows and dimensionality reduction techniques
2023/12/19 by Zanoni, Andrea, Geraci, Gianluca, Salvador, Matteo +3 · 3 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- lifex-ep: a robust and efficient software for cardiac electrophysiology simulations
2023/08/03 by Africa, Pasquale C., Piersanti, Roberto, Regazzoni, Francesco +6 · 2 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Latent Dynamics Networks (LDNets): learning the intrinsic dynamics of spatio-temporal processes
2023/04/28 by Regazzoni, Francesco, Pagani, Stefano, Salvador, Matteo +2 · 1 citation
#65 #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
- A Modular Framework for Implicit 3D-0D Coupling in Cardiac Mechanics
2023/10/20 by Aaron L. Brown, Matteo Salvador, Brown, Aaron L. +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Advanced MRI Techniques and Applications #Biological Physics (physics.bio-ph) #Cardiovascular Function and Risk Factors #Electron Spin Resonance Studies #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA)
- Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiology
2024/08/19 by Salvador, Matteo, Marsden, Alison L. · 1 citation
#Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #and Science (cs.CE)
- Neural active manifolds: nonlinear dimensionality reduction for uncertainty quantification
2024/08/07 by Zanoni, Andrea, Geraci, Gianluca, Salvador, Matteo +2 · 1 citation
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Numerical Analysis (math.NA)