Research · Prayagraj
What research is done in Prayagraj? Papers authored at Prayagraj's institutions — Indian Institute of Information Technology Allahabad, University of Allahabad, Harish-Chandra Research Institute — with the Prism stance layer.
Summary
Prayagraj has a serious research engine even in partial data: 1243 papers, led by IIIT-Allahabad with 556 and University of Allahabad with 542. Machine learning, deep learning, IoT and antennas are the clearest opportunity areas.
WATCH Watch whether machine-learning and IoT strength produces more local companies.
Research outlook for Prayagraj
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 · 22 Deep Learning · 20 IoT · 13 Antenna · 13 Sustainability · 12 COVID-19 · 12 Artificial Intelligence · 11 CNN · 10 MathML · 10 Energy Efficiency · 9 Cybersecurity · 9 Nanotechnology · 8
Concerns the research raises
Sustainability · 7 Climate Change · 5 Artificial Intelligence · 5 Social Media · 5 COVID-19 · 4 Education · 4 Identity · 3 Women's Health · 3 Cybersecurity · 3 Healthcare · 3 Internet of Things · 3 Women's Rights · 2
counts = papers carrying the theme · concerns merge cautionary, critical and problem-identifying work
Institutions
Indian Institute of Information Technology Allahabad
556 University of Allahabad
542
167 Harish-Chandra Research Institute Output by year (sample)
2026: 42 2017 2026 42 Opportunities (promising + breakthrough)
Machine Learning · 22 Deep Learning · 20 IoT · 13 Antenna · 13 Sustainability · 12 COVID-19 · 12 Artificial Intelligence · 11 CNN · 10 MathML · 10 Energy Efficiency · 9 Cybersecurity · 9 Nanotechnology · 8
Cautions (cautionary + critical)
Identity · 3 Women's Rights · 2 Dark Matter · 2 Climate Change · 2 Artificial Intelligence · 2 Language · 2 Corporate Governance · 1 Activated Charcoal · 1 North Indian Ocean · 1 Social Media Marketing · 1 Reserve Bank of India · 1 Autoimmune Disease · 1
Problems flagged
Sustainability · 7 Social Media · 5 COVID-19 · 4 Education · 4 Artificial Intelligence · 3 Women's Health · 3 Climate Change · 3 Cybersecurity · 3 Healthcare · 3 Internet of Things · 3 Mental Health · 2 Security · 2
Top research topics
Particle physics theoretical and experimental studies · 44 Quantum Information and Cryptography · 32 Cosmology and Gravitation Theories · 30 Antenna Design and Analysis · 26 Black Holes and Theoretical Physics · 24 Dark Matter and Cosmic Phenomena · 24 Quantum Computing Algorithms and Architecture · 23 Blockchain Technology Applications and Security · 20 Gas Sensing Nanomaterials and Sensors · 20 IoT and Edge/Fog Computing · 20 Energy Harvesting in Wireless Networks · 19 Microwave Engineering and Waveguides · 18
Most-cited work
Paper Year Cited Orientation Linking Corporate Social Responsibility (CSR) and Organizational Performance: the moderating effect of… 2020 360 Descriptive Targeting Histone Deacetylases with Natural and Synthetic Agents: An Emerging Anticancer Strategy 2018 210 Promising A Progressive Review: Emerging Technologies for ADAS Driven Solutions 2021 187 Problem Identifying Green Synthesized Ag Nanoparticles for Bio-Sensing and Photocatalytic Applications 2020 185 Promising The 1.5°C target and coal sector transition: at the limits of societal feasibility 2017 144 Problem Identifying Salicylic acid and nitric oxide signaling in plant heat stress 2019 133 Problem Identifying FinTech enablers, use cases, and role of future internet of things 2022 128 Problem Identifying Quantifying land use/land cover spatio-temporal landscape pattern dynamics from Hyperion using SVMs… 2017 124 Breakthrough Fast charging of a quantum battery assisted by noise 2021 114 Promising Operational performance of megawatt-scale grid integrated rooftop solar PV system in tropical wet and dry… 2020 105 Cautionary Deep Bidirectional Classification Model for COVID-19 Disease Infected Patients 2020 99 Promising Logarithmic terms in the soft expansion in four dimensions 2018 96 Breakthrough Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art… 2022 94 Descriptive TeV scale leptogenesis, inflaton dark matter, and neutrino mass in a scotogenic model 2019 89 Breakthrough Human occupation of northern India spans the Toba super-eruption ~74,000 years ago 2020 89 Descriptive
figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers