Dhruv Patel

Machine learning based predictors for COVID-19 disease severity

Dhruv Patel, Vikram Kher, Bhushan Desai et al. · Scientific Reports · 2021 · 91 citations · Full text

GDIP: Gated Differentiable Image Processing for Object Detection in Adverse Conditions

Sanket Kalwar, Dhruv Patel, Aakash Aanegola et al. · 2023 · 75 citations

Convolutional Neural Network, Engineering, Feature Detection +22

Solution of physics-based Bayesian inverse problems with deep generative priors

Dhruv Patel, Deep Ray, Assad A. Oberai · Computer Methods in Applied Mechanics and Engineering · 2022 · 49 citations · Full text

Bayesian Statistics, Machine Learning, Physics +8

Circumventing the solution of inverse problems in mechanics through deep learning: Application to elasticity imaging

Dhruv Patel, Raghav Tibrewala, Li Dong et al. · Computer Methods in Applied Mechanics and Engineering · 2019 · 47 citations

Geometric Learning, Convolutional Neural Network, Engineering +7

Deep learning-based detection, classification, and localization of defects in semiconductor processes

Dhruv Patel, Ravi Bonam, Assad A. Oberai · Journal of Micro/Nanolithography MEMS and MOEMS · 2020 · 24 citations

Convolutional Neural Network, Engineering, Machine Learning +21