Markos A. Katsoulakis

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Daniel M. Tartakovsky

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Publications

2021
[j26]
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Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky:
GINNs: Graph-Informed Neural Networks for multiscale physics. J. Comput. Phys. 433: 110192 (2021)
[j25]
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Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky:
Mutual information for explainable deep learning of multiscale systems. J. Comput. Phys. 444: 110551 (2021)
[c1]
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Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky:
Graph-Informed Neural Networks. AAAI Spring Symposium: MLPS 2021
2020
[i13]
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  - journals/corr/abs-2006-14807
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Eric Joseph Hall, Søren Taverniers, Markos A. Katsoulakis, Daniel M. Tartakovsky:
GINNs: Graph-Informed Neural Networks for Multiscale Physics. CoRR abs/2006.14807 (2020)
[i10]
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  - journals/corr/abs-2009-04570
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Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky:
Mutual Information for Explainable Deep Learning of Multiscale Systems. CoRR abs/2009.04570 (2020)
2019
[j20]
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Kimoon Um, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky:
Causality and Bayesian Network PDEs for multiscale representations of porous media. J. Comput. Phys. 394: 658-678 (2019)

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