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Shivam Barwey
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 6
Top Topics
Directed Acyclic Graph
Machine Learning
Multiscale
Neural Network Is Trained
Top Venues
CoRR
J. Comput. Phys.
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Publications
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Shivam Barwey
,
Venkat Raman
Jacobian-Scaled K-means Clustering for Physics-Informed Segmentation of Reacting Flows.
CoRR
(2023)
Shivam Barwey
,
Varun Shankar
,
Venkatasubramanian Viswanathan
,
Romit Maulik
Multiscale Graph Neural Network Autoencoders for Interpretable Scientific Machine Learning.
CoRR
(2023)
Shivam Barwey
,
Romit Maulik
Interpretable Fine-Tuning for Graph Neural Network Surrogate Models.
CoRR
(2023)
Shivam Barwey
,
Varun Shankar
,
Venkatasubramanian Viswanathan
,
Romit Maulik
Multiscale graph neural network autoencoders for interpretable scientific machine learning.
J. Comput. Phys.
495 (2023)
Varun Shankar
,
Shivam Barwey
,
Zico Kolter
,
Romit Maulik
,
Venkatasubramanian Viswanathan
Importance of equivariant and invariant symmetries for fluid flow modeling.
CoRR
(2023)
Shivam Barwey
,
Malik Hassanaly
,
Venkat Raman
,
Adam Steinberg
Using machine learning to construct velocity fields from OH-PLIF images.
CoRR
(2019)