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Assad A. Oberai

university of southern california

40H-index
315Paper Count
6.0KCitation Count
Published Papers 83
Publication Date
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Probabilistic multi-site MR image harmonization via feature preserving conditional generative adversarial networks
errComputerized Medical Imaging and Graphics
IF4.9
err2026-05-20
err0
PREAI
errSaeed Moazami; Sepideh Rezvani; Agnimitra Dasgupta; Assad A. Oberai
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errSave
An optimal Petrov–Galerkin framework for operator networks
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-05-08
err0
errOAAI
errPhilip Charles; Deep Ray; Yue Yu; Joost Prins; Hugo Melchers; Michael R.A. Abdelmalik; Jeffrey Cochran; Assad A. Oberai; Thomas J.R. Hughes; Mats G. Larson
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errSave
Machine learning based classification of aggressive and malignant renal tumors from multimodal data
errPLOS Digital Health
IF0
err2026-02-01
err0
PREAI
errAminy, Mehrnegar; Gala, Tejal; Dasgupta, Agnimitra; Li, Serena; Cen, Steven Y.; Pawan, S. J.; Gill, Inderbir; Duddalwar, Vinay; Oberai, Assad A.
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errSave
Unifying and extending diffusion models through PDEs for solving inverse problems
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-10-16
err0
PREAI
errAgnimitra Dasgupta; Alexsander Marciano da Cunha; Ali Fardisi; Mehrnegar Aminy; Brianna Binder; Bryan Shaddy; Assad A. Oberai
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errSave
Unsupervised detection of rare events in liquid biopsy assays
errnpj Precision Oncology
IF8
err2025-07-05
err0
errOAAI
errJavier Murgoitio-Esandi; Dean Tessone; Amin Naghdloo; Stephanie N. Shishido; Brian Zhang; Haofeng Xu; Agnimitra Dasgupta; Jeremy Mason; Rajiv M. Nagaraju; George Courcoubetis; James Hicks; Peter Kuhn; Assad A. Oberai
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errSave
Non-destructive evaluation and machine learning methods for inspection of spent nuclear fuel canisters: A state-of-the-art review
errPROGRESS IN NUCLEAR ENERGY
IF3.2
err2025-07-01
err0
PREAI
errZhuang, Bozhou; Arcaro, Anna; Gencturk, Bora; Meyer, Ryan; Oberai, Assad; Sinkov, Anton; Good, Morris
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errSave
Graph Laplacian-based Bayesian multi-fidelity modeling
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-02-01
err1
PREAI
errPinti, Orazio; Budd, Jeremy M.; Hoffmann, Franca; Oberai, Assad A.
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errSave
Conditional score-based diffusion models for solving inverse elasticity problems
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-01-01
err0
PREAI
errDasgupta, Agnimitra; Ramaswamy, Harisankar; Murgoitio-Esandi, Javier; Foo, Ken Y.; Li, Runze; Zhou, Qifa; Kennedy, Brendan F.; Oberai, Assad A.
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errSave
Non-invasive ultrasonic sensing of internal conditions on a partial full-scale spent nuclear fuel canister mock-up
errNDT & E INTERNATIONAL
IF4.5
err2024-12-01
err2
errOAAI
errZhuang, Bozhou; Gencturk, Bora; Sinkov, Anton; Good, Morris; Meyer, Ryan; Oberai, Assad
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errSave
Acoustic sensing and autoencoder approach for abnormal gas detection in a spent nuclear fuel canister mock-up
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2024-11-16
err0
PREAI
errZhuang, Bozhou; Gencturk, Bora; Oberai, Assad; Ramaswamy, Harisankar; Meyer, Ryan; Sinkov, Anton; Good, Morris
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errSave
Tumor spheroid elasticity estimation using mechano-microscopy combined with a conditional generative adversarial network
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-10-01
err1
errOAAI
errFoo, Ken Y.; Shaddy, Bryan; Murgoitio-Esandi, Javier; Hepburn, Matt S.; Li, Jiayue; Mowla, Alireza; Sanderson, Rowan W.; Vahala, Danielle; Amos, Sebastian E.; Choi, Yu Suk; Oberai, Assad A.; Kennedy, Brendan F.
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errSave
Probabilistic Brain Extraction in MR Images via Conditional Generative Adversarial Networks
errIEEE TRANSACTIONS ON MEDICAL IMAGING
IF9.8
err2024-03-01
err0
errOAAI
errMoazami, Saeed; Ray, Deep; Pelletier, Daniel; Oberai, Assad A.
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errSave
Variationally mimetic operator networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err5
errOAAI
errPatel, Dhruv; Ray, Deep; Abdelmalik, Michael R. A.; Hughes, Thomas J. R.; Oberai, Assad A.
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errSave
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-02-01
err3
errOAAI
errDasgupta, Agnimitra; Patel, Dhruv V.; Ray, Deep; Johnson, Erik A.; Oberai, Assad A.
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errSave
Conditional generative learning for medical image imputation
errSCIENTIFIC REPORTS
IF3.9
err2024-01-02
err4
errOAAI
errRaad, Ragheb; Ray, Deep; Varghese, Bino; Hwang, Darryl; Gill, Inderbir; Duddalwar, Vinay; Oberai, Assad A.
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errSave
Impurity gas monitoring using ultrasonic sensing and neural networks: forward and inverse problems
errMEASUREMENT
IF5.6
err2023-12-01
err10
PREAI
errZhuang, Bozhou; Gencturk, Bora; Oberai, Assad; Ramaswamy, Harisankar; Meyer, Ryan
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errSave
Solution of physics-based inverse problems using conditional generative adversarial networks with full gradient penalty
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-12-01
err4
errOAAI
errRay, Deep; Murgoitio-Esandi, Javier; Dasgupta, Agnimitra; Oberai, Assad A.
errShare
errSave
Graph Laplacian-based spectral multi-fidelity modeling
errSCIENTIFIC REPORTS
IF3.9
err2023-10-03
err2
errOAAI
errPinti, Orazio; Oberai, Assad A.
errShare
errSave
Development and experimental verification of an active noise cancellation (ANC) method for non-invasive sensing
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-08-01
err4
errOAAI
errZhuang, Bozhou; Gencturk, Bora; Asareh, Iman; Oberai, Assad; Ramaswamy, Harisankar; Meyer, Ryan; Good, Morris; Taubman, Matthew
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errSave
Stretchable ultrasonic arrays for the three-dimensional mapping of the modulus of deep tissue
errNATURE BIOMEDICAL ENGINEERING
IF26.6
err2023-05-01
err43
errOAAI
errHu, Hongjie; Ma, Yuxiang; Gao, Xiaoxiang; Song, Dawei; Li, Mohan; Huang, Hao; Qian, Xuejun; Wu, Ray; Shi, Keren; Ding, Hong; Lin, Muyang; Chen, Xiangjun; Zhao, Wenbo; Qi, Baiyan; Zhou, Sai; Chen, Ruimin; Gu, Yue; Chen, Yimu; Lei, Yusheng; Wang, Chonghe; Wang, Chunfeng; Tong, Yitian; Cui, Haotian; Abdal, Abdulhameed; Zhu, Yangzhi; Tian, Xinyu; Chen, Zhaoxin; Lu, Chengchangfeng; Yang, Xinyi; Mu, Jing; Lou, Zhiyuan; Eghtedari, Mohammad; Zhou, Qifa; Oberai, Assad; Xu, Sheng
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Research Directions

No research directions
Co-authors
Cooperation Journals
D
David Moher
H-index: 214 · Papers: 1.5K
E
Eric J. Topol
H-index: 202 · Papers: 1.7K
A
Ara Darzi
H-index: 152 · Papers: 2.2K
T
Thomas J.R. Hughes
H-index: 149 · Papers: 788
I
Inderbir S. Gill
H-index: 133 · Papers: 1.8K
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