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Andrea Zanoni

Scuola Normale Superiore

Italy

Research Interests

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Professors in Italy Professors in Condensed Matter Physics Condensed Matter Physics professors in Italy

Articles (9)

Year:

2026

Year:

2026

Year:

2026

Year:

2026

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2024

Collaborators (4)

FRANCO FLANDOLI

full professor

ITALY

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Karthik Menon

Assistant Professor

Georgia Institute of Technology

UNITED STATES

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Alison Marsden

Douglass M and Nola Leishman Professor

Stanford University

UNITED STATES

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Grigorios A. Pavliotis

Imperial College London

UNITED KINGDOM

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Andrea Zanoni

Research Interests

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Articles (9)

A Fourier-Based Inference Method for Learning Interaction Kernels in Particle Systems

On the performance of multi-fidelity and reduced-dimensional neural emulators for inference of physiological boundary conditions

Stochastic modeling of Fourier modes in two-dimensional turbulence via filtered white noise

Enabling Stratified Sampling in High Dimensions via Nonlinear Dimensionality Reduction

Linearization of ergodic McKean SDEs and applications

Filtered data based estimators for stochastic processes driven by colored noise

Personalized and uncertainty-aware coronary hemodynamics simulations: From Bayesian estimation to improved multi-fidelity uncertainty quantification

Neural Active Manifolds: Nonlinear Dimensionality Reduction for Uncertainty Quantification

A Method of Moments Estimator for Interacting Particle Systems and their Mean Field Limit

Collaborators (4)

FRANCO FLANDOLI

Karthik Menon

Alison Marsden

Grigorios A. Pavliotis

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