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Learning Transition Operators From Sparse Space-Time Samples


Dec 01, 2022
Christian Kümmerle, Mauro Maggioni, Sui Tang

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* 34 pages, 12 figures 

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Learning Interaction Variables and Kernels from Observations of Agent-Based Systems


Aug 04, 2022
Jinchao Feng, Mauro Maggioni, Patrick Martin, Ming Zhong

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Unsupervised learning of observation functions in state-space models by nonparametric moment methods


Jul 12, 2022
Qingci An, Yannis Kevrekidis, Fei Lu, Mauro Maggioni

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Machine Learning for Discovering Effective Interaction Kernels between Celestial Bodies from Ephemerides


Aug 26, 2021
Ming Zhong, Jason Miller, Mauro Maggioni

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Nonlinear model reduction for slow-fast stochastic systems near manifolds


Apr 05, 2021
Felix X. -F. Ye, Sichen Yang, Mauro Maggioni

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* 45 pages, 9 figures, 5 tables 

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Learning Interaction Kernels for Agent Systems on Riemannian Manifolds


Feb 12, 2021
Mauro Maggioni, Jason Miller, Hongda Qui, Ming Zhong

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Multiscale regression on unknown manifolds


Jan 13, 2021
Wenjing Liao, Mauro Maggioni, Stefano Vigogna

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


Oct 21, 2020
Haley G. Abramson, Dan M. Popescu, Rebecca Yu, Changxin Lai, Julie K. Shade, Katherine C. Wu, Mauro Maggioni, Natalia A. Trayanova

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* Haley G. Abramson and Dan M. Popescu contributed equally to this work 

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Learning Theory for Inferring Interaction Kernels in Second-Order Interacting Agent Systems


Oct 08, 2020
Jason Miller, Sui Tang, Ming Zhong, Mauro Maggioni

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* 68 pages 

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