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Shamsulhaq Basir
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 7
Top Topics
Fault Tree
Neural Network
Augmented Lagrangian Method
Data Fusion
Top Venues
CoRR
J. Comput. Phys.
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Publications
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Shamsulhaq Basir
,
Inanc Senocak
A Generalized Schwarz-type Non-overlapping Domain Decomposition Method using Physics-constrained Neural Networks.
CoRR
(2023)
Shamsulhaq Basir
,
Inanc Senocak
An adaptive augmented Lagrangian method for training physics and equality constrained artificial neural networks.
CoRR
(2023)
Shamsulhaq Basir
,
Inanc Senocak
Mitigating Learning Complexity in Physics and Equality Constrained Artificial Neural Networks.
CoRR
(2022)
Shamsulhaq Basir
Investigating and Mitigating Failure Modes in Physics-informed Neural Networks (PINNs).
CoRR
(2022)
Shamsulhaq Basir
,
Inanc Senocak
Critical Investigation of Failure Modes in Physics-informed Neural Networks.
CoRR
(2022)
Shamsulhaq Basir
,
Inanc Senocak
Physics and equality constrained artificial neural networks: Application to forward and inverse problems with multi-fidelity data fusion.
J. Comput. Phys.
463 (2022)
Shamsulhaq Basir
,
Inanc Senocak
Physics and Equality Constrained Artificial Neural Networks: Application to Partial Differential Equations.
CoRR
(2021)