Research · Bengaluru
What research is done in Bengaluru? Papers authored at Bengaluru's institutions — Indian Institute of Science Bangalore, Indian Institute of Science Education and Research Kolkata, Bangalore University — with the Prism stance layer.
Summary
The available record shows serious institutional research, led by Indian Institute of Science Bangalore with 3381 papers. Machine Learning is the strongest named opportunity area at 103, followed by Deep Learning at 64; materials, artificial intelligence and sustainability broaden the agenda. Breakthrough and promising work heavily outweigh cautionary and critical work.
WATCH Watch whether machine-learning strength translates into local companies, jobs and public value.
Research outlook for Bengaluru
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 · 103 Deep Learning · 64 Materials Science · 55 Artificial Intelligence · 53 Sustainability · 48 MathML · 48 Nanotechnology · 42 Material Science · 38 Neuroscience · 34 Children's Health · 34 Breast Cancer · 32 Agriculture · 30
Concerns the research raises
Climate Change · 36 COVID-19 · 25 Healthcare · 23 Agriculture · 16 Women's Health · 16 Artificial Intelligence · 15 Machine Learning · 15 Mental Health · 14 Sustainability · 13 Children's Health · 12 Public Health · 11 Sustainable Development · 8
counts = papers carrying the theme · concerns merge cautionary, critical and problem-identifying work
Institutions
Indian Institute of Science Bangalore
3,381
725 Indian Institute of Science Education and Research Kolkata
625 Indian Institute of Science Education and Research, Bhopal
622 Indian Institute of Science Education and Research Pune
552 Indian Institute of Science Education and Research Mohali
498 University of Agricultural Sciences, Bangalore
460 International Institute of Information Technology Bangalore
423 Bangalore Medical College and Research Institute
407 National Centre for Biological Sciences Output by year (sample)
2026: 297 2017 2026 297 Opportunities (promising + breakthrough)
Machine Learning · 103 Deep Learning · 64 Materials Science · 55 Artificial Intelligence · 50 Sustainability · 48 MathML · 48 Nanotechnology · 42 Material Science · 38 Neuroscience · 34 Breast Cancer · 32 Agriculture · 30 Children's Health · 30
Cautions (cautionary + critical)
Climate Change · 16 COVID-19 · 7 Men's Health · 7 Artificial Intelligence · 7 Machine Learning · 5 MathML · 5 Hydrogen · 5 Healthcare · 5 Escherichia coli · 5 Mental Health · 4 Drosophila · 4 Sustainability · 4
Problems flagged
COVID-19 · 18 Climate Change · 16 Agriculture · 16 Healthcare · 16 Public Health · 11 Women's Health · 11 Mental Health · 10 Machine Learning · 10 Sustainability · 9 Children's Health · 9 Sustainable Development · 8 Artificial Intelligence · 8
Top research topics
Luminescence and Fluorescent Materials · 150 2D Materials and Applications · 146 Perovskite Materials and Applications · 136 Metal-Organic Frameworks: Synthesis and Applications · 126 Catalytic C–H Functionalization Methods · 122 Advanced Photocatalysis Techniques · 119 Particle physics theoretical and experimental studies · 110 Plant and animal studies · 107 Graphene research and applications · 98 RNA and protein synthesis mechanisms · 98 Quantum Dots Synthesis And Properties · 94 Supramolecular Self-Assembly in Materials · 93
Most-cited work
Paper Year Cited Orientation Opinion Paper: “So what if ChatGPT wrote it?” Multidisciplinary perspectives on opportunities, challenges and… 2023 3358 Cautionary The complete sequence of a human genome 2022 3193 Breakthrough A Redox Modulatory Mn<sub>3</sub>O<sub>4</sub> Nanozyme with Multi‐Enzyme Activity Provides Efficient… 2017 622 Breakthrough Tropospheric Ozone Assessment Report: Present-day tropospheric ozone distribution and trends relevant to… 2018 577 Descriptive The global burden of falls: global, regional and national estimates of morbidity and mortality from the… 2020 543 Problem Identifying Nanomaterials by severe plastic deformation: review of historical developments and recent advances 2022 523 Descriptive High-Entropy Alloys as Catalysts for the CO<sub>2</sub> and CO Reduction Reactions: Experimental Realization 2020 418 Breakthrough QCD equation of state to <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi… 2017 415 Cautionary Nanostructured binary and ternary metal sulfides: synthesis methods and their application in energy… 2017 413 Breakthrough Colloidal Mn-Doped Cesium Lead Halide Perovskite Nanoplatelets 2017 411 Promising NHC-Catalyzed Generation of α,β-Unsaturated Acylazoliums for the Enantioselective Synthesis of Heterocycles… 2019 384 Promising Machine-Learning-Assisted Accurate Band Gap Predictions of Functionalized MXene 2018 373 Breakthrough Single Electron Transfer-Induced Redox Processes Involving <i>N</i>-(Acyloxy)phthalimides 2021 349 Descriptive Active matter 2017 344 Descriptive Cavity Catalysis by Cooperative Vibrational Strong Coupling of Reactant and Solvent Molecules 2019 321 Promising
figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers