AC
Alfonso Caiazzo
cs.NAmath.NAModels, Cardiovascularfinite element methodcs.CEDevice designElasticity Imaging TechniquesGlioblastomaHeart Valve ProsthesisModels, Biological
On Valency
published · living versionsW_gaxqf2jv·v1 · currentpublished
Synthetic Dataset Generation, Physical Consistency and Active Learning for Shape-Informed Surrogate Modeling of Hemodynamics
with Francesco Romor, Richard Schussnig, Charles A. Taylor, Gerhard A. Holzapfel
1 version
W_etqye4cu·v1published
Preprints & journals
31 papers in the corpus · 2009–2026Inverse domain uncertainty quantification in hemodynamics: sampling virtual patient cohorts under constraints2610.27869v1 · Francesco Romor, Jose Rodrigo Rojo-Garcia, Andr'e-Alexander Zepernick et al.2026 · 0 citationsarXivon Valency
Synthetic Dataset Generation, Physical Consistency and Active Learning for Shape-Informed Surrogate Modeling of Hemodynamics2610.27130v1 · Francesco Romor, Richard Schussnig, Charles A. Taylor et al.2026 · 0 citationsarXivon Valency
LDDMM stochastic interpolants: an application to domain uncertainty quantification in hemodynamics2603.28324v1 · Sarah Katz, Francesco Romor, Jia-Jie Zhu et al.2026 · 0 citationsarXiv
Noninvasive assessment of portal pressure by combined measurement of volumetric strain and stiffness of in vivo human liver.40081554 · Jaitner, Noah, Safraou, Yasmine, Anders, Matthias et al.2025 · 2 citationsActa biomaterialia. 2025;197:312-325
Data assimilation performed with robust shape registration and graph neural networks: application to aortic coarctation2502.12097v1 · Francesco Romor, Felipe Galarce, Jan Bruning et al.2025 · 1 citationarXiv
A fast food-freezing temperature estimation framework using optimally located sensors2412.19387v2 · Felipe Galarce, Diego Rivera, Douglas Pacheco et al.2024 · 5 citationsInternational Journal of Mechanical Sciences, Volume 299, 1 August 2025, 110374
A stabilized total pressure-formulation of the Biot's poroelasticity equations in frequency domain: numerical analysis and applications2409.10465v1 · Cristian C'arcamo, Alfonso Caiazzo, Felipe Galarce et al.2024 · 2 citationsarXiv
An agent-based modelling framework for tumour growth incorporating mechanical and evolutionary aspects of cell dynamics10.1101/2024.05.30.596685v2 · Macnamara, C. K., Ramis Conde, I., Lorenzi, T. et al.2024 · 1 citationbioRxiv
Stokes problem with slip boundary conditions using stabilized finite elements combined with Nitsche2404.08810v1 · Rodolfo Araya, Alfonso Caiazzo, Franz Chouly2024 · 12 citationsarXiv
Bias and Multiscale Correction Methods for Variational State Estimation2311.14031v2 · Felipe Galarce, Joaquin Mura, Alfonso Caiazzo2023 · 4 citationsarXiv
Mixed-dimensional modeling of vascular tissues with reduced Lagrange multipliers2309.06797v2 · Camilla Belponer, Alfonso Caiazzo, Luca Heltai2023 · 1 citationarXiv
An adaptive semi-implicit finite element solver for brain cancer progression modeling.37203371 · Tzirakis, Konstantinos, Papanikas, Christos Panagiotis, Sakkalis, Vangelis et al.2023 · 2 citationsInternational journal for numerical methods in biomedical engineering. 2023;39(7):e3734
Impact of turbulence modeling on the simulation of blood flow in aortic coarctation.36914373 · Katz, Sarah, Caiazzo, Alfonso, Moreau, Baptiste et al.2023 · 21 citationsInternational journal for numerical methods in biomedical engineering. 2023;39(5):e3695
Displacement and pressure reconstruction from magnetic resonance elastography images: application to an in silico brain model2204.12445v2 · Felipe Galarce, Karsten Tabelown, Jorg Polzehl et al.2022 · 9 citationsarXiv
Multiscale Coupling of One-dimensional Vascular Models and Elastic Tissues.34282493 · Heltai, Luca, Caiazzo, Alfonso, Müller, Lucas O2022 · 8 citationsAnnals of biomedical engineering. 2021;49(12):3243-3254
Inversion-recovery MR elastography of the human brain for improved stiffness quantification near fluid-solid boundaries.34184306 · Lilaj, Ledia, Herthum, Helge, Meyer, Tom et al.2021 · 14 citationsMagnetic resonance in medicine. 2021;86(5):2552-2561
Reconstruction of quasi-local numerical effective models from low-resolution measurements2005.01424v1 · Alfonso Caiazzo, Roland Maier, Daniel Peterseim2020 · 6 citationsarXiv
Multiscale modeling of vascularized tissues via nonmatching immersed methods.31508902 · Heltai, Luca, Caiazzo, Alfonso2020 · 15 citationsInternational journal for numerical methods in biomedical engineering. 2019;35(12):e3264
Reduced-Order Unscented Kalman Filter With Observations in the Frequency Domain: Application to Computational Hemodynamics.30273122 · Muller, Lucas O, Caiazzo, Alfonso, Blanco, Pablo Javier2020 · 30 citationsIEEE transactions on bio-medical engineering. 2019;66(5):1269-1276
Benchmark problems for numerical treatment of backflow at open boundaries.28744968 · Bertoglio, Cristóbal, Caiazzo, Alfonso, Bazilevs, Yuri et al.2019 · 63 citationsInternational journal for numerical methods in biomedical engineering. 2018;34(2)
ParMooN - a modernized program package based on mapped finite elements1705.08784v2 · Ulrich Wilbrandt, Clemens Bartsch, Naveed Ahmed et al.2017 · 50 citationsComput. Math. Appl. 74(1), 74-88, 2017
Assessment of reduced-order unscented Kalman filter for parameter identification in 1-dimensional blood flow models using experimental data.27781397 · Caiazzo, A, Caforio, Federica, Montecinos, Gino et al.2019 · 51 citationsInternational journal for numerical methods in biomedical engineering. 2017;33(8):e2843
A reduced-order modeling for efficient design study of artificial valve in enlarged ventricular outflow tracts.26738807 · Caiazzo, A, Guibert, R, Vignon-Clementel, I E2017 · 11 citationsComputer methods in biomechanics and biomedical engineering. 2016;19(12):1314-8
A Novel Gaussian Extrapolation Approach for 2-D Gel Electrophoresis Saturated Protein Spots.26611417 · Natale, Massimo, Caiazzo, Alfonso, Ficarra, Elisa2016 · 1 citationMethods in molecular biology (Clifton, N.J.). 2016;1384:203-11
Blood Flow Simulations for the Design of Stented Valve Reducer in Enlarged Ventricular Outflow Tracts.26577481 · Caiazzo, Alfonso, Guibert, Romain, Boudjemline, Younes et al.2016 · 17 citationsCardiovascular engineering and technology. 2015;6(4):485-500
Multiscale modelling of palisade formation in gliobastoma multiforme.26235287 · Caiazzo, Alfonso, Ramis-Conde, Ignacio2016 · 25 citationsJournal of theoretical biology. 2015;383:145-56
Computational haemodynamics in stenotic internal jugular veins.24671429 · Caiazzo, Alfonso, Montecinos, Gino, Müller, Lucas O et al.2016 · 25 citationsJournal of mathematical biology. 2015;70(4):745-72
Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images.24148257 · Guibert, Romain, McLeod, Kristin, Caiazzo, Alfonso et al.2014 · 40 citationsMedical image analysis. 2014;18(1):63-82
A novel Gaussian extrapolation approach for 2D gel electrophoresis saturated protein spots.23317701 · Natale, Massimo, Caiazzo, Alfonso, Bucci, Enrico M et al.2013 · 12 citationsGenomics, proteomics & bioinformatics. 2012;10(6):336-44
Corrected momentum exchange method for lattice Boltzmann simulations of suspension flow.19392079 · Lorenz, Eric, Caiazzo, Alfonso, Hoekstra, Alfons G2009 · 39 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2009;79(3 Pt 2):036705
Lees-Edwards boundary conditions for lattice Boltzmann suspension simulations.19392080 · Lorenz, Eric, Hoekstra, Alfons G, Caiazzo, Alfonso2009 · 28 citationsPhysical review. E, Statistical, nonlinear, and soft matter physics. 2009;79(3 Pt 2):036706
Career total: 142 works. 31 are in this corpus.
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