Dhruv Patel

Employment

• Stanford University Postdoctoral Fellow
  2021 - Present
• University of Southern California Research Assistant
  2016 - 2021

Education

• Indian Institute of Technology Delhi M.Tech.
• University of Southern California PhD.

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows
  Computer Methods in Applied Mechanics and Engineering 2024 DOI: 10.1016/j.cma.2023.116682
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• Variationally mimetic operator networks
  Computer Methods in Applied Mechanics and Engineering 2024 DOI: 10.1016/j.cma.2023.116536
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• Solution of physics-based Bayesian inverse problems with deep generative priors
  Computer Methods in Applied Mechanics and Engineering 2022 DOI: 10.1016/j.cma.2022.115428
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• Machine learning based predictors for COVID-19 disease severity
  Scientific Reports 2021 DOI: 10.1038/s41598-021-83967-7
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• GAN-Based Priors for Quantifying Uncertainty in Supervised Learning
  SIAM/ASA Journal on Uncertainty Quantification 2021 DOI: 10.1137/20M1354210
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• Circumventing the solution of inverse problems in mechanics through deep learning: Application to elasticity imaging
  Computer Methods in Applied Mechanics and Engineering 2019 DOI: 10.1016/j.cma.2019.04.045
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• Engineering neural networks for improved defect detection and classification
  Metrology, Inspection, and Process Control for Microlithography XXXIII 2019 DOI: 10.1117/12.2515065
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