Dhruv Patel - Concepedia

Author

Dhruv Patel

Also Known As

D Patel, D. Patel, DHARMENDRA PATEL, Dhruv Patel, Dhruv V Patel, Dhruv V. PATEL, Dhruv V. Patel, Patel, Dhruv, Patel, Dhruv V.

Publications

534

Citations

H-Index

Concepts

All Affiliations

University of Southern California Stanford University The University of Texas at Austin University of Maryland, College Park Southern California University for Professional Studies

About

Dhruv Patel is an author at University of Southern California specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	8	8	232
2	Public Health	3	3	77
3	Business	1	1	19
4	Medicine	1	1	16
5	Applied Physics	1	1	24

Dhruv Patel

Publications

403

Citations

H-Index

Page 1

	Year	Citations
Machine learning based predictors for COVID-19 disease severity Dhruv Patel, Vikram Kher, Bhushan Desai, Scientific Reports	2021	91
GDIP: Gated Differentiable Image Processing for Object Detection in Adverse Conditions Sanket Kalwar, Dhruv Patel, Aakash Aanegola, Convolutional Neural NetworkEngineeringFeature DetectionMachine LearningLighting Conditions	2023	75
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 Bayesian StatisticsMachine LearningPhysicsInverse Scattering TransformsGenerative Model	2022	49
Circumventing the solution of inverse problems in mechanics through deep learning: Application to elasticity imaging Dhruv Patel, Raghav Tibrewala, Li Dong, Computer Methods in Applied Mechanics and Engineering Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningAutoencoders	2019	47
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 Convolutional Neural NetworkEngineeringMachine LearningFault ForecastingDefect Tolerance	2020	24
Variationally mimetic operator networks Dhruv Patel, Deep Ray, Michael Abdelmalik, Computer Methods in Applied Mechanics and Engineering Mathematical ProgrammingEngineeringVariational AnalysisMimetic Operator NetworksFunctional Analysis	2023	22
GAN-Based Priors for Quantifying Uncertainty in Supervised Learning Dhruv Patel, Assad A. Oberai SIAM/ASA Journal on Uncertainty Quantification Artificial IntelligenceActive SubscriptionEngineeringMachine LearningMining Methods	2021	19
A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows Agnimitra Dasgupta, Dhruv Patel, Deep Ray, Computer Methods in Applied Mechanics and Engineering Numerical AnalysisEngineeringMachine LearningVariational AnalysisPhysics-based Inverse Problems	2023	19
P3 Group B Streptococcal (GBS) disease in UK and Irish infants younger than 90 days, 2014–2015 Catherine O’Sullivan, Theresa Lamagni, A Efstratiou, Archives of Disease in Childhood Invasive Gbs DiseaseBacterial PathogensHealthcare-associated InfectionClinical EpidemiologyInfection Control	2016	16
Multi-class Brain Tumor Segmentation using Graph Attention Network Dhrumil Patel, Dhruv Patel, Rudra Saxena,	2023	15

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