Andrea Zanoni

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G.A. PavliotisDepartment of Mathematics Imperial College LondonVerified email at imperial.ac.uk
Giacomo GaregnaniABB Switzerland Ltd., Corporate ResearchVerified email at epfl.ch
Andrew M StuartComputing + Mathematical Sciences, CaltechVerified email at caltech.edu
Aritz PérezBasque Center for Applied Mathematics (BCAM)Verified email at bcamath.org
Riccardo LeviHumanitas UniversityVerified email at st.hunimed.eu
Aldo Robles ArévaloIDMEC, Instituto Superior Técnico, Universidade de LisboaVerified email at tecnico.ulisboa.pt
Riccardo BarbieriPolitecnico Milano - Massachusetts General HospitalVerified email at polimi.it
Leo Anthony CeliMassachusetts Institute of TechnologyVerified email at mit.edu
Susana VieiraDepartamento de Engenharia Mecânica, Instituto Superior Técnico, Universidade de Lisboa, Portugal.Verified email at tecnico.ulisboa.pt
Joao Miguel C. SousaIDMEC, Instituto Superior Técnico, Universidade de Lisboa, PortugalVerified email at tecnico.ulisboa.pt
Francesco CarliScuola Normale SuperioreVerified email at sns.it
Santiago MazuelasBasque Center for Applied Mathematics-BCAMVerified email at bcamath.org
Karthik MenonStanford UniversityVerified email at stanford.edu
Alison Lesley MarsdenDouglass M. and Nola Leishman Professor of Cardiovascular Disease, Pediatrics and BioengineeringVerified email at stanford.edu
Daniele SchiavazziAssociate Professor, University of Notre DameVerified email at nd.edu
Matteo SalvadorStanford UniversityVerified email at stanford.edu
Gianluca GeraciSandia National LaboratoriesVerified email at sandia.gov
Martin R. PfallerPediatrics - Cardiology, Stanford UniversityVerified email at stanford.edu
Jason SzafronAssistant Professor, Biomedical Engineering, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Jacqueline KreutzerChildren's Hospital of PittsburghVerified email at chp.edu

Andrea Zanoni

Stanford University

Verified email at stanford.edu

Applied Mathematics


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Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding R Levi, F Carli, AR Arévalo, Y Altinel, DJ Stein, MM Naldini, F Grassi, ... BMJ Health & Care Informatics 28 (1), 2021	23	2021
Minimax Classification with 0-1 Loss and Performance Guarantees S Mazuelas, A Zanoni, A Pérez Advances in Neural Information Processing Systems 33, 302-312, 2020	21	2020
Drift estimation of multiscale diffusions based on filtered data A Abdulle, G Garegnani, GA Pavliotis, AM Stuart, A Zanoni Foundations of Computational Mathematics, 1-52, 2021	18*	2021
Eigenfunction martingale estimators for interacting particle systems and their mean field limit GA Pavliotis, A Zanoni SIAM Journal on Applied Dynamical Systems 21 (4), 2338-2370, 2022	14	2022
Ensemble Kalman filter for multiscale inverse problems A Abdulle, G Garegnani, A Zanoni Multiscale Modeling & Simulation 18 (4), 1565-1594, 2020	13	2020
Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions A Abdulle, GA Pavliotis, A Zanoni Statistics and Computing 32 (2), 1-33, 2022	10	2022
Robust estimation of effective diffusions from multiscale data G Garegnani, A Zanoni arXiv preprint arXiv:2109.03132, 2021	6	2021
A method of moments estimator for interacting particle systems and their mean field limit GA Pavliotis, A Zanoni SIAM/ASA Journal on Uncertainty Quantification 12 (2), 262-288, 2024	4	2024
Homogenization results for the generator of multiscale Langevin dynamics in weighted Sobolev spaces A Zanoni IMA Journal of Applied Mathematics 88 (1), 67-101, 2023	2	2023
Linear and nonlinear dimension reduction strategies for multifidelity uncertainty propagation of nonparametric distributions A Zanoni, G Geraci, M Salvador, K Menon, AL Marsden, DE Schiavazzi AIAA SCITECH 2024 Forum, 0389, 2024		2024
Filtered data based estimators for stochastic processes driven by colored noise GA Pavliotis, S Reich, A Zanoni arXiv preprint arXiv:2312.15975, 2023		2023
Improved multifidelity Monte Carlo estimators based on normalizing flows and dimensionality reduction techniques A Zanoni, G Geraci, M Salvador, K Menon, AL Marsden, DE Schiavazzi arXiv preprint arXiv:2312.12361, 2023		2023
A probabilistic neural twin for treatment planning in peripheral pulmonary artery stenosis JD Lee, J Richter, MR Pfaller, JM Szafron, K Menon, A Zanoni, MR Ma, ... International Journal for Numerical Methods in Biomedical Engineering, e3820, 2023		2023
Filtered data and eigenfunction estimators for statistical inference of multiscale and interacting diffusion processes A Zanoni EPFL, 2022		2022

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