Zanoni, Andrea
- Drift Estimation of Multiscale Diffusions Based on Filtered Data
2020/09/28 by Abdulle, Assyr, Garegnani, Giacomo, Pavliotis, Grigorios A. +2 · 2 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Personalized and uncertainty-aware coronary hemodynamics simulations: From Bayesian estimation to improved multi-fidelity uncertainty quantification
2024/09/03 by Menon, Karthik, Zanoni, Andrea, Khan, Owais +4 · 4 citations
#Computational Engineering #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Medical Physics (physics.med-ph) #Statistics Theory (math.ST) #and Science (cs.CE)
- 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)
- Eigenfunction martingale estimators for interacting particle systems and their mean field limit
2021/12/09 by Pavliotis, Grigorios A., Zanoni, Andrea · 2 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- A Probabilistic Neural Twin for Treatment Planning in Peripheral Pulmonary Artery Stenosis
2023/12/01 by Lee, John D., Richter, Jakob, Pfaller, Martin R. +8 · 2 citations
#Artificial Intelligence (cs.AI) #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Medical Physics (physics.med-ph) #Numerical Analysis (math.NA)
- Filtered data based estimators for stochastic processes driven by colored noise
2023/12/26 by Pavliotis, Grigorios A., Reich, Sebastian, Zanoni, Andrea · 2 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Eigenfunction martingale estimating functions and filtered data for drift estimation of discretely observed multiscale diffusions
2021/04/21 by Assyr Abdulle, Abdulle, Assyr, Grigorios A. Pavliotis +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Mathematical Biology Tumor Growth #Numerical Analysis (math.NA) #Single-cell and spatial transcriptomics
- Robust Estimation of Effective Diffusions from Multiscale Data
2021/09/07 by Giacomo Garegnani, Garegnani, Giacomo, Andrea Zanoni +1 · 1 citation
Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Mathematical Biology Tumor Growth #Numerical Analysis (math.NA)
- A method of moments estimator for interacting particle systems and their mean field limit
2022/12/01 by Grigorios A. Pavliotis, Andrea Zanoni, Pavliotis, Grigorios A. +1 · 1 citation
Mathematics · #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Numerical Analysis (math.NA) #Statistical Methods and Bayesian Inference #Stochastic processes and statistical mechanics
- Homogenization results for the generator of multiscale Langevin dynamics in weighted Sobolev spaces
2021/12/09 by Andrea Zanoni, Zanoni, Andrea · 1 citation
Computer Science · #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics
- On the performance of multi-fidelity and reduced-dimensional neural emulators for inference of physiological boundary conditions
2025/06/13 by Choi, Chloe H., Zanoni, Andrea, Schiavazzi, Daniele E. +1 · 3 citations
#Computational Engineering #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Mathematics #Finance #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantitative Methods (q-bio.QM) #Statistics Theory (math.ST) #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)