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Taniya Kapoor
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 6
Top Topics
Transfer Learning
E Learning
Text Mining
Quantum Mechanics
Top Venues
CoRR
SSCI
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Publications
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Taniya Kapoor
,
Hongrui Wang
,
Alfredo Núñez
,
Rolf P. B. J. Dollevoet
Physics-informed machine learning for moving load problems.
CoRR
(2023)
Abhishek Chandra
,
Taniya Kapoor
,
Bram Daniels
,
Mitrofan Curti
,
Koen Tiels
,
Daniel M. Tartakovsky
,
Elena A. Lomonova
Neural oscillators for magnetic hysteresis modeling.
CoRR
(2023)
Taniya Kapoor
,
Hongrui Wang
,
Alfredo Núñez
,
Rolf P. B. J. Dollevoet
Transfer learning for improved generalizability in causal physics-informed neural networks for beam simulations.
CoRR
(2023)
Taniya Kapoor
,
Hongrui Wang
,
Alfredo Núñez
,
Rolf P. B. J. Dollevoet
Physics-informed neural networks for solving forward and inverse problems in complex beam systems.
CoRR
(2023)
Taniya Kapoor
,
Abhishek Chandra
,
Daniel M. Tartakovsky
,
Hongrui Wang
,
Alfredo Núñez
,
Rolf P. B. J. Dollevoet
Neural oscillators for generalization of physics-informed machine learning.
CoRR
(2023)
Taniya Kapoor
,
Hongrui Wang
,
Alfredo Núñez
,
Rolf P. B. J. Dollevoet
Predicting traction return current in electric railway systems through physics-informed neural networks.
SSCI
(2022)