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Mauro Maggioni

Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel

Feb 13, 2024
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DIMON: Learning Solution Operators of Partial Differential Equations on a Diffeomorphic Family of Domains

Feb 11, 2024
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Learning Transition Operators From Sparse Space-Time Samples

Dec 01, 2022
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Learning Interaction Variables and Kernels from Observations of Agent-Based Systems

Aug 04, 2022
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Unsupervised learning of observation functions in state-space models by nonparametric moment methods

Jul 12, 2022
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Machine Learning for Discovering Effective Interaction Kernels between Celestial Bodies from Ephemerides

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Aug 26, 2021
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Nonlinear model reduction for slow-fast stochastic systems near manifolds

Apr 05, 2021
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Learning Interaction Kernels for Agent Systems on Riemannian Manifolds

Feb 12, 2021
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Multiscale regression on unknown manifolds

Jan 13, 2021
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Anatomically-Informed Deep Learning on Contrast-Enhanced Cardiac MRI for Scar Segmentation and Clinical Feature Extraction

Oct 21, 2020
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