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Prism Geo · India · Uttarakhand · Dehradun · What research is done in Dehradun?
Research · Dehradun

What research is done in Dehradun?

Papers authored at Dehradun's institutions — Graphic Era University, University of Petroleum and Energy Studies, Dehradun Institute of Technology University — with the Prism stance layer.

Summary

Dehradun produces serious institutional research, led by Graphic Era University and UPES. In this partial view, the strongest areas are Machine Learning at 159, Deep Learning at 109 and Artificial Intelligence at 104, with forest, wildlife and petroleum institutes widening the range.

WATCH Watch whether computing strength connects with the city's forest and sustainability research.
Research outlook for Dehradun

What the papers — written in the city and about it — point to, split by the Prism stance layer: work that reads promising versus work that flags problems or urges caution.

Opportunities the research points to
Machine Learning · 159Deep Learning · 109Artificial Intelligence · 104Internet of Things · 55Agriculture · 51Sustainability · 50CNN · 50IoT · 44Cloud Computing · 37Cybersecurity · 33Healthcare · 32Climate Change · 29
Concerns the research raises
Artificial Intelligence · 53Climate Change · 29Machine Learning · 28Sustainability · 23Internet of Things · 18Forest Management · 17Cybersecurity · 15COVID-19 · 14Healthcare · 11Cloud Computing · 10IoT · 10Biodiversity · 9

counts = papers carrying the theme · concerns merge cautionary, critical and problem-identifying work

Institutions
Orientation
Output by year (sample)
2026: 14020172026140
Opportunities (promising + breakthrough)
Machine Learning · 159Deep Learning · 109Artificial Intelligence · 104Internet of Things · 55Agriculture · 51Sustainability · 50CNN · 50IoT · 44Cloud Computing · 37Cybersecurity · 33Healthcare · 30Climate Change · 29
Cautions (cautionary + critical)
Artificial Intelligence · 16Climate Change · 9Forest Management · 7Machine Learning · 7Sustainability · 5Smart Cities · 4Ecology · 3Technology · 3Security · 3Marketing · 3Agriculture · 3COVID-19 · 3
Problems flagged
Artificial Intelligence · 37Machine Learning · 21Climate Change · 20Internet of Things · 18Sustainability · 18Cybersecurity · 15COVID-19 · 11Forest Management · 10Cloud Computing · 10IoT · 10Healthcare · 9Biodiversity · 9
Top research topics
IoT and Edge/Fog Computing · 133Smart Agriculture and AI · 124Blockchain Technology Applications and Security · 110Wildlife Ecology and Conservation · 92Forest ecology and management · 87Network Security and Intrusion Detection · 84Geological Modeling and Analysis · 80Geochemistry and Geologic Mapping · 80Ecology and Vegetation Dynamics Studies · 72Artificial Intelligence in Healthcare · 72Internet of Things and AI · 72Species Distribution and Climate Change · 67
Most-cited work
PaperYearCitedOrientation
Artificial Intelligence (AI) and Internet of Medical Things (IoMT) Assisted Biomedical Systems for…2022564Problem Identifying
Impact of coronavirus pandemic on the Indian education sector: perspectives of teachers on online teaching…2020368Problem Identifying
The influence of social media marketing activities on customer loyalty2018229Breakthrough
Gold-Immobilized Photonic Crystal Fiber-Based SPR Biosensor for Detection of Malaria Disease in Human Body2021214Promising
Particleboard from agricultural biomass and recycled wood waste: a review2022213Problem Identifying
Waste shrimp shell mediated Chitosan-Magnesium Oxide nanocomposite: Synthesis, characterization and…2024210Promising
BAKMP-IoMT: Design of Blockchain Enabled Authenticated Key Management Protocol for Internet of Medical Things…2020206Breakthrough
Recognition of Leaf Disease Using Hybrid Convolutional Neural Network by Applying Feature Reduction2022197Promising
Critical review on advancements on the fiber-reinforced composites: Role of fiber/matrix modification on the…2023196Descriptive
Polyphenols inhibiting MAPK signalling pathway mediated oxidative stress and inflammation in depression2021187Promising
Current Wildland Fire Patterns and Challenges in Europe: A Synthesis of National Perspectives2021182Problem Identifying
The impact of environmental dynamism on low‐carbon practices and digital supply chain networks to enhance…2022172Promising
Vision-Based Semantic Segmentation in Scene Understanding for Autonomous Driving: Recent Achievements…2022172Problem Identifying
Spam Detection Using Bidirectional Transformers and Machine Learning Classifier Algorithms2022171Promising
Demand side management of electric vehicles in smart grids: A survey on strategies, challenges, modeling, and…2022168Problem Identifying

figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers

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