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Oberai, Assad A.
169  results:
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1

Operator Networks:

, In: Deep Learning and Computational Physics,
Ray, Deep ; Pinti, Orazio ; Oberai, Assad A. - p. 87-119 , 2024
Link: https://doi.org/10.1007/..
 
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2

Generative Deep Learning:

, In: Deep Learning and Computational Physics,
Ray, Deep ; Pinti, Orazio ; Oberai, Assad A. - p. 121-146 , 2024
Link: https://doi.org/10.1007/..
 
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3

Solving PDEs with Neural Networks:

, In: Deep Learning and Computational Physics,
Ray, Deep ; Pinti, Orazio ; Oberai, Assad A. - p. 71-86 , 2024
Link: https://doi.org/10.1007/..
 
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4

A dimension-reduced variational approach for solving physic..:

Dasgupta, Agnimitra ; Patel, Dhruv V. ; Ray, Deep..
Computer Methods in Applied Mechanics and Engineering.  420 (2024)  - p. 116682 , 2024
Link: https://doi.org/10.1016/..
 
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5

Conditional generative learning for medical image imputatio:

Raad, Ragheb ; Ray, Deep ; Varghese, Bino...
Scientific Reports.  14 (2024)  1 - p. , 2024
Link: https://doi.org/10.1038/..
 
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6

Convolutional Neural Networks:

, In: Deep Learning and Computational Physics,
Ray, Deep ; Pinti, Orazio ; Oberai, Assad A. - p. 49-69 , 2024
Link: https://doi.org/10.1007/..
 
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7

A Force-Matched Approach to Large-Strain Nonlinearity in El..:

Rosen, David P. ; Nayak, Rohit ; Wang, Yuqi...
IEEE Transactions on Biomedical Engineering.  71 (2024)  1 - p. 367-374 , 2024
Link: https://doi.org/10.1109/..
 
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8

Introduction to Deep Neural Networks:

, In: Deep Learning and Computational Physics,
Ray, Deep ; Pinti, Orazio ; Oberai, Assad A. - p. 9-39 , 2024
Link: https://doi.org/10.1007/..
 
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9

Probabilistic Brain Extraction in MR Images via Conditional..:

Moazami, Saeed ; Ray, Deep ; Pelletier, Daniel.
IEEE Transactions on Medical Imaging.  43 (2024)  3 - p. 1071-1088 , 2024
Link: https://doi.org/10.1109/..
 
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10

Deep Learning and Computational Physics:

Ray, Deep ; Pinti, Orazio ; Oberai, Assad A - 1st ed. 2024 . , 2024
Link: https://doi.org/10.1007/..
 
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11

Residual Neural Networks:

, In: Deep Learning and Computational Physics,
Ray, Deep ; Pinti, Orazio ; Oberai, Assad A. - p. 41-48 , 2024
Link: https://doi.org/10.1007/..
 
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12

Variationally mimetic operator networks:

Patel, Dhruv ; Ray, Deep ; Abdelmalik, Michael R.A...
Computer Methods in Applied Mechanics and Engineering.  419 (2024)  - p. 116536 , 2024
Link: https://doi.org/10.1016/..
 
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13

Introduction:

, In: Deep Learning and Computational Physics,
Ray, Deep ; Pinti, Orazio ; Oberai, Assad A. - p. 1-7 , 2024
Link: https://doi.org/10.1007/..
 
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14

Graph Laplacian-based spectral multi-fidelity modeling:

Pinti, Orazio ; Oberai, Assad A.
Scientific Reports.  13 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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15

Impurity gas monitoring using ultrasonic sensing and neural..:

Zhuang, Bozhou ; Gencturk, Bora ; Oberai, Assad..
Measurement.  223 (2023)  - p. 113822 , 2023
Link: https://doi.org/10.1016/..
 
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