# Dhruv Patel

**Type:** Researchers  
**Canonical URL:** https://scholariq.org/researchers/dhruv-patel/

## Facts

| Field | Value |
| --- | --- |
| Citations | 570 |
| Field | Model Reduction and Neural Networks |
| h-index | 12 |
| i10-index | 12 |
| Last Known Institution | Georgia Institute of Technology |
| OpenAlex ID | https://openalex.org/A5044070034 |
| ORCID iD | 0000-0003-3957-8822 |
| Works | 60 |

## Researcher papers

- [Machine learning based predictors for COVID-19 disease severity](https://scholariq.org/papers/machine-learning-based-predictors-for-covid-19-disease-severity/)
- [GDIP: Gated Differentiable Image Processing for Object Detection in Adverse Conditions](https://scholariq.org/papers/gdip-gated-differentiable-image-processing-for-object-detection-in-adverse/)
- [Solution of physics-based Bayesian inverse problems with deep generative priors](https://scholariq.org/papers/solution-of-physics-based-bayesian-inverse-problems-with-deep-generative-priors/)
- [Circumventing the solution of inverse problems in mechanics through deep learning: Application to elasticity imaging](https://scholariq.org/papers/circumventing-the-solution-of-inverse-problems-in-mechanics-through-deep/)
- [Deep learning-based detection, classification, and localization of defects in semiconductor processes](https://scholariq.org/papers/deep-learning-based-detection-classification-and-localization-of-defects-in/)
- [A dimension-reduced variational approach for solving physics-based inverse problems using generative adversarial network priors and normalizing flows](https://scholariq.org/papers/a-dimension-reduced-variational-approach-for-solving-physics-based-inverse/)
- [Variationally mimetic operator networks](https://scholariq.org/papers/variationally-mimetic-operator-networks/)
- [GAN-Based Priors for Quantifying Uncertainty in Supervised Learning](https://scholariq.org/papers/gan-based-priors-for-quantifying-uncertainty-in-supervised-learning/)
- [P3 Group B Streptococcal (GBS) disease in UK and Irish infants younger than 90 days, 2014–2015](https://scholariq.org/papers/p3-group-b-streptococcal-gbs-disease-in-uk-and-irish-infants-younger-than-90/)
- [Multi-class Brain Tumor Segmentation using Graph Attention Network](https://scholariq.org/papers/multi-class-brain-tumor-segmentation-using-graph-attention-network/)
- [Agro-Detect: A Cnn Driven Early Detection of Leaf Diseases](https://scholariq.org/papers/agro-detect-a-cnn-driven-early-detection-of-leaf-diseases/)

## Researcher topics

- [Model Reduction and Neural Networks](https://scholariq.org/topics/model-reduction-and-neural-networks/)
- [Gaussian Processes and Bayesian Inference](https://scholariq.org/topics/gaussian-processes-and-bayesian-inference/)
- [Generative Adversarial Networks and Image Synthesis](https://scholariq.org/topics/generative-adversarial-networks-and-image-synthesis/)
- [COVID-19 Clinical Research Studies](https://scholariq.org/topics/covid-19-clinical-research-studies/)
- [Advanced Neural Network Applications](https://scholariq.org/topics/advanced-neural-network-applications/)

## Researcher university

- [Georgia Institute of Technology](https://scholariq.org/institutions/georgia-institute-of-technology/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.