Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2009.04570
Cited By
v1
v2 (latest)
Mutual Information for Explainable Deep Learning of Multiscale Systems
Journal of Computational Physics (JCP), 2020
7 September 2020
S. Taverniers
E. Hall
Markos A. Katsoulakis
D. Tartakovsky
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Mutual Information for Explainable Deep Learning of Multiscale Systems"
5 / 5 papers shown
STX-Search: Explanation Search for Continuous Dynamic Spatio-Temporal Models
Saif Anwar
Nathan Griffiths
T. Popham
A. Bhalerao
AI4TS
LRM
255
0
0
06 Mar 2025
A physics and data co-driven surrogate modeling method for high-dimensional rare event simulation
Journal of Computational Physics (JCP), 2023
Jianhua Xian
Ziqi Wang
AI4CE
298
14
0
30 Sep 2023
The Mean Dimension of Neural Networks -- What causes the interaction effects?
Roman Hahn
Christoph Feinauer
E. Borgonovo
FAtt
249
2
0
11 Jul 2022
Machine Learning in Heterogeneous Porous Materials
Martha DÉli
H. Deng
Cedric G. Fraces
K. Garikipati
L. Graham‐Brady
...
H. Tchelepi
B. Važić
Hari S. Viswanathan
H. Yoon
P. Zarzycki
AI4CE
246
12
0
04 Feb 2022
Uncertainty quantification for Markov Random Fields
Panagiota Birmpa
Markos A. Katsoulakis
461
2
0
31 Aug 2020
1
Page 1 of 1
