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M

Mauro Maggioni

university of michigan

32H-index
145Paper Count
6.0KCitation Count
Published Papers 18
Publication Date
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Probabilistic cellular automata with local transition matrices: Synchronization, ergodicity, and inference
errBernoulli
IF1.7
err2026-05-01
err0
PREAI
errBayraktar, Erhan; Lu, Fei; Maggioni, Mauro; Wu, Ruoyu; Yang, Sichen
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Interacting Particle Systems on Networks: joint inference of the network and the interaction kernel
errApplied and Computational Harmonic Analysis
IF3.2
err2026-03-06
err0
PREAI
errQuanjun Lang; Xiong Wang; Fei Lu; Mauro Maggioni
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errSave
A scalable framework for learning the geometry-dependent solution operators of partial differential equations
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2024-12-09
err1
errOAAI
errYin, Minglang; Charon, Nicolas; Brody, Ryan; Lu, Lu; Trayanova, Natalia; Maggioni, Mauro
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Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart (vol 1, pg 334, 2022)
errcardiovascular research
IF10.8
err2022-04-28
err0
errOAAI
errPopescu, Dan M.; Shade, Julie K.; Lai, Changxin; Aronis, Konstantinos N.; Ouyang, David; Moorthy, M. Vinayaga; Cook, Nancy R.; Lee, Daniel C.; Kadish, Alan; Albert, Christine M.; Wu, Katherine C.; Maggioni, Mauro; Trayanova, Natalia A.
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Arrhythmic sudden death survival prediction using deep learning analysis of scarring in the heart
errcardiovascular research
IF10.8
err2022-04-07
err44
errOAAI
errPopescu, Dan M.; Shade, Julie K.; Lai, Changxin; Aronis, Konstantinos N.; Ouyang, David; Moorthy, M. Vinayaga; Cook, Nancy R.; Lee, Daniel C.; Kadish, Alan; Albert, Christine M.; Wu, Katherine C.; Maggioni, Mauro; Trayanova, Natalia A.
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errSave
Supervised dimensionality reduction for big data
errNATURE COMMUNICATIONS
IF15.7
err2021-05-17
err30
errOAAI
errVogelstein, Joshua T.; Bridgeford, Eric W.; Tang, Minh; Zheng, Da; Douville, Christopher; Burns, Randal; Maggioni, Mauro
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errSave
Spectral-Spatial Diffusion Geometry for Hyperspectral Image Clustering
errieee geoscience and remote sensing magazine
IF4.4
err2020-07-01
err16
errOAAI
errMurphy, James M.; Maggioni, Mauro
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errSave
Substrate Spatial Complexity Analysis for the Prediction of Ventricular Arrhythmias in Patients With Ischemic Cardiomyopathy
errCIRCULATION-ARRHYTHMIA AND ELECTROPHYSIOLOGY
IF9.8
err2020-04-01
err32
errOAAI
errOkada, David R.; Miller, Jason; Chrispin, Jonathan; Prakosa, Adityo; Trayanova, Natalia; Jones, Steven; Maggioni, Mauro; Wu, Katherine C.
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errSave
Nonparametric inference of interaction laws in systems of agents from trajectory data
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2019-06-28
err64
errOAAI
errLu, Fei; Zhong, Ming; Tang, Sui; Maggioni, Mauro
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errSave
Unsupervised Clustering and Active Learning of Hyperspectral Images With Nonlinear Diffusion
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2019-03-01
err68
errOAAI
errMurphy, James M.; Maggioni, Mauro
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errSave
Discovering and deciphering relationships across disparate data modalities
errELIFE
IF0
err2019-01-15
err14
errOAAI
errVogelstein, Joshua T.; Bridgeford, Eric W.; Wang, Qing; Priebe, Carey E.; Maggioni, Mauro; Shen, Cencheng
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errSave
Inferring interaction rules from observations of evolutive systems I: The variational approach
errMATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES
IF3
err2017-04-19
err39
errOAAI
errBongini, Mattia; Fornasier, Massimo; Hansen, Markus; Maggioni, Mauro
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errSave
Genomic Characterization of Large Heterochromatic Gaps in the Human Genome Assembly
errplos biology
IF3.6
err2014-05-15
err87
errOAAI
errAltemose, Nicolas; Miga, Karen H.; Maggioni, Mauro; Willard, Huntington F.
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Polymer reversal rate calculated via locally scaled diffusion map
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2011-04-12
err47
PREAI
errZheng, Wenwei; Rohrdanz, Mary A.; Maggioni, Mauro; Clementi, Cecilia
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errSave
Determination of reaction coordinates via locally scaled diffusion map
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2011-03-30
err236
PREAI
errRohrdanz, Mary A.; Zheng, Wenwei; Maggioni, Mauro; Clementi, Cecilia
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Manifold parametrizations by eigenfunctions of the Laplacian and heat kernels
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2008-02-12
err111
errOAAI
errJones, Peter W.; Maggioni, Mauro; Schul, Raanan
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Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2005-05-17
err1.2K
errOAAI
errCoifman, RR; Lafon, S; Lee, AB; Maggioni, M; Nadler, B; Warner, F; Zucker, SW
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errSave
Geometric diffusions as a tool for harmonic analysis and structure definition of data: Multiscale methods
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2005-05-17
err170
errOAAI
errCoifman, RR; Lafon, S; Lee, AB; Maggioni, M; Nadler, B; Warner, F; Zucker, SW
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
N
Nancy R. Cook
H-index: 128 · Papers: 635
C
Christine M. Albert
H-index: 107 · Papers: 547
H
Huntington F. Willard
H-index: 79 · Papers: 265
A
Alan H. Kadish
H-index: 75 · Papers: 496
N
Natalia A. Trayanova
H-index: 72 · Papers: 671
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