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Siddharth Rout
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 4
Top Topics
Statistical Machine Learning
Convolutional Neural Networks
Partial Differential Equations
Shape Features
Top Venues
CoRR
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Publications
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Niloufar Zakariaei
,
Siddharth Rout
,
Eldad Haber
,
Moshe Eliasof
Advection Augmented Convolutional Neural Networks.
CoRR
(2024)
Siddharth Rout
PINN for Dynamical Partial Differential Equations is Not Training Deeper Networks Rather Learning Advection and Time Variance.
CoRR
(2023)
Siddharth Rout
,
Chao-An Lin
Airfoil Shape Optimization using Deep Q-Network.
CoRR
(2022)
Siddharth Rout
,
Vikas Dwivedi
,
Balaji Srinivasan
Numerical Approximation in CFD Problems Using Physics Informed Machine Learning.
CoRR
(2021)