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Sheroze Sheriffdeen
Sheroze Sheriffdeen
University of Texas at Austin
Artificial intelligence
Inverse problem
Computer science
Nonlinear system
Generalization
4
Papers
10
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Inferring significant wave height from seismic data: A comparison between methods.
2021
Francisco Bolrão
Co Tran
Miguel Lima
Sheroze Sheriffdeen
Diogo Rodrigues
Graça Silveira
Tan Bui-Thanh
Susana Custódio
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Predicting ocean activity from seismic data using machine learning techniques
2020
Susana Custódio
Francisco Bolrão
Tan Bui
Céline Hadziioannou
Miguel Lima
Diogo Rodrigues
Sheroze Sheriffdeen
Graça Silveira
Joana Carvalho
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Solving Bayesian Inverse Problems via Variational Autoencoders.
2020
arXiv: Machine Learning
Hwan Goh
Sheroze Sheriffdeen
Jonathan Wittmer
Tan Bui-Thanh
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Accelerating PDE-constrained Inverse Solutions with Deep Learning and Reduced Order Models
2019
arXiv: Computational Physics
Sheroze Sheriffdeen
Jean C. Ragusa
Jim E. Morel
Marvin L. Adams
Tan Bui-Thanh
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Citations (7)
1