Publications

Solution of Physics-based Bayesian Inverse Problems with Deep Generative Priors
Dhruv Patel, Deep Ray, Assad Oberai
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Machine Learning Based Predictors for COVID-19 Disease Severity
Dhruv Patel, Vikram Kher, Bhushan Desai, Xiaomeng Lei, Steven Cen, Neha Nanda, Ali Gholamrezanezhad, Vinay Duddalwar, Bino Varghese, Assad A Oberai
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Bayesian Inference in Physics-driven Problems with Adversarial Priors
Dhruv Patel, Deep Ray, Harisankar Ramaswamy, Assad Oberai
PDF Poster
Probabilistic Recovery of Missing Phase Images in Contrast-Enhanced CT
Dhruv Patel, Chiao-Chih Hsu, Bino Varghese, Steven Cen, Darryl Hwang, Inderbir Gill, Vinay Duddalwar, Assad Oberai
PDF Slides
Deep Learning-based Detection, Classification, and Localization of Defects in Semiconductor Processes
Dhruv Patel, Ravi Bonam, Assad Oberai
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GAN-based Priors for Quantifying Uncertainty
Dhruv Patel, Assad Oberai
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Circumventing the Solution of Inverse Problems in Mechanics through Deep Learning: Application to Elasticity Imaging
Dhruv Patel, Raghav Tibrewala, Adriana Vega, Li Dong, Nicholas Hugenberg, Assad Oberai
PDF Poster Slides
GAN Priors for Bayesian Inference
Dhruv Patel, Assad Oberai
PDF Poster
Engineering neural networks for improved defect detection and classification
Dhruv Patel, Ravi Bonam, Assad Oberai
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