Research · Mathura
What research is done in Mathura? Papers authored at Mathura's institutions — GLA University, Mathura Das Mathur Hospital — with the Prism stance layer.
Summary
The research engine is substantial but startlingly concentrated. Of 1112 papers attributed to local institutions, GLA University accounts for 1108. Machine learning, deep learning, artificial intelligence, sustainability and connected devices form the clearest opportunity cluster.
WATCH Watch whether other local institutions begin contributing meaningful research alongside GLA University.
Research outlook for Mathura
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 · 36 Deep Learning · 25 Artificial Intelligence · 22 Sustainability · 19 IoT · 12 Internet of Things · 12 Renewable Energy · 10 Material Science · 9 Neuroscience · 9 Cloud Computing · 9 Cancer · 8 Nanotechnology · 8
Concerns the research raises
Artificial Intelligence · 10 Sustainability · 7 COVID-19 · 6 Machine Learning · 5 Sustainable Development · 4 Nanotechnology · 3 Climate Change · 3 Deep Learning · 3 Internet of Things · 2 Metropolitan Cities · 2 Health · 2 Urban Planning · 2
counts = papers carrying the theme · concerns merge cautionary, critical and problem-identifying work
Institutions
5 Mathura Das Mathur Hospital Output by year (sample)
2026: 32 2017 2026 32 Opportunities (promising + breakthrough)
Machine Learning · 36 Deep Learning · 25 Artificial Intelligence · 22 Sustainability · 19 IoT · 12 Internet of Things · 12 Renewable Energy · 10 Material Science · 9 Neuroscience · 9 Cloud Computing · 9 Cancer · 8 Nanotechnology · 8
Cautions (cautionary + critical)
Nanotechnology · 3 COVID-19 · 2 Internet of Things · 2 Artificial Intelligence · 2 Ceramic Materials · 1 Sustainability Reporting · 1 Geopolymer Concrete · 1 Aerospace applications · 1 Ethical Integration · 1 Conogethes punctiferalis · 1 Exergy Disturbation · 1 Supply Chain Financing · 1
Problems flagged
Artificial Intelligence · 8 Sustainability · 7 Machine Learning · 5 COVID-19 · 4 Climate Change · 3 Sustainable Development · 3 Deep Learning · 3 Metropolitan Cities · 2 Health · 2 Urban Planning · 2 Deforestation · 2 Human Resources · 2
Top research topics
Cosmology and Gravitation Theories · 55 Black Holes and Theoretical Physics · 45 Galaxies: Formation, Evolution, Phenomena · 23 Blockchain Technology Applications and Security · 21 Solar Thermal and Photovoltaic Systems · 21 Nanofluid Flow and Heat Transfer · 20 Computational Drug Discovery Methods · 18 Photovoltaic System Optimization Techniques · 17 IoT and Edge/Fog Computing · 17 Anomaly Detection Techniques and Applications · 16 AI in cancer detection · 16 Sustainable Supply Chain Management · 16
Most-cited work
Paper Year Cited Orientation Green Carbon Dots: Synthesis, Characterization, Properties and Biomedical Applications 2023 248 Promising A Review of Medical Image Segmentation Algorithms 2021 227 Comparative Emerging Therapeutic Strategies to Overcome Drug Resistance in Cancer Cells 2024 220 Promising A future prospects and current scenario of aluminium metal matrix composites characteristics 2023 205 Descriptive Investigation of circular economy practices in the context of emerging economies: a CoCoSo approach 2021 150 Promising A novel strategy for the synthesis of hard carbon spheres encapsulated with graphene networks as a low-cost… 2019 142 Breakthrough Geopolymer Concrete: A Material for Sustainable Development in Indian Construction Industries 2022 127 Promising Surface characteristics optimization of biocompatible Ti6Al4V with RCCD and NSGA II using die sinking EDM 2023 109 Promising Mechanical and Tribological Properties of Aluminum-Based Metal-Matrix Composites 2022 100 Descriptive A retrospect on antimicrobial potential of thiazole scaffold 2020 97 Descriptive Validation of energy conditions in wormhole geometry within viable f(R) gravity 2019 96 Descriptive MXene: fundamentals to applications in electrochemical energy storage 2023 93 Descriptive Fractional variational iteration method for solving time-fractional Newell-Whitehead-Segel equation 2018 91 Promising IFND: a benchmark dataset for fake news detection 2021 87 Promising MiRNA-146a—A Key Player in Immunity and Diseases 2023 85 Promising
figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers