Research · Surat
What research is done in Surat? Papers authored at Surat's institutions — Sardar Vallabhbhai National Institute of Technology Surat, Misurata University, Veer Narmad South Gujarat University — with the Prism stance layer.
Summary
Local research leans technical and practical. Sardar Vallabhbhai National Institute of Technology Surat accounts for 802 papers in the partial research view, while machine learning and deep learning lead the opportunity themes at 16 and 15. Sustainability, electric vehicles and women's health broaden the agenda.
WATCH Watch whether strong technical themes become visible local products and partnerships.
Research outlook for Surat
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
Penelitian · 72 Security · 40 Data · 38 Machine Learning · 16 Indonesia · 16 Deep Learning · 15 Sustainability · 14 Islam · 14 Etroplus suratensis · 14 Education · 13 Materials · 13 Electric Vehicles · 11
Concerns the research raises
Indonesia · 24 Penelitian · 8 Security · 6 Data · 6 Information · 6 Women's Health · 5 COVID-19 · 5 Legal Research · 5 Islam · 4 Archives · 4 Libya · 3 Sustainability · 3
counts = papers carrying the theme · concerns merge cautionary, critical and problem-identifying work
Institutions
Sardar Vallabhbhai National Institute of Technology Surat
802
159 Veer Narmad South Gujarat University
78 Suratthani Rajabhat University
26 Suratthani Cancer Hospital Output by year (sample)
2026: 36 2017 2026 36 Opportunities (promising + breakthrough)
Machine Learning · 16 Deep Learning · 15 Sustainability · 14 Electric Vehicles · 11 Women's Health · 11 Artificial Intelligence · 8 Climate Change · 8 Healthcare · 7 Renewable Energy · 7 Escherichia coli · 6 Power Quality · 6 Research · 6
Cautions (cautionary + critical)
Electric Vehicles · 2 Weather · 2 Women's Health · 2 Concrete Beams · 1 Non-Diabetic Patients · 1 Audit Committee · 1 Government Spending · 1 Traffic Noise · 1 Financial Performance · 1 Coconut Feed · 1 Public Opinion · 1 Political Mobilization · 1
Problems flagged
COVID-19 · 5 Libya · 3 Sustainability · 3 Women's Health · 3 Medicinal Plants (TM · 2 Physiotherapy · 2 Artificial Intelligence · 2 Education · 2 Medical Plants · 2 Air Pollution · 2 Thailand · 2 Real Estate · 2
Top research topics
Multilevel Inverters and Converters · 33 Microgrid Control and Optimization · 30 Advanced DC-DC Converters · 24 Innovative concrete reinforcement materials · 22 Traffic control and management · 19 Advanced machining processes and optimization · 18 Advanced Battery Technologies Research · 18 Structural Behavior of Reinforced Concrete · 17 Transportation Planning and Optimization · 17 Fractional Differential Equations Solutions · 16 Linguistic, Cultural, and Literary Studies · 16 Legal and Regulatory Analysis · 16
Most-cited work
Paper Year Cited Orientation Impact of the COVID-19 pandemic on medical education: Medical students’ knowledge, attitudes, and practices… 2020 762 Problem Identifying Effect of process parameters on tensile strength of FDM printed PLA part 2018 265 Promising Cordycepin for Health and Wellbeing: A Potent Bioactive Metabolite of an Entomopathogenic Medicinal Fungus… 2020 204 Descriptive Batch and continuous fixed bed adsorption of heavy metals removal using activated charcoal from neem… 2020 176 Promising National and Subnational Population-Based Incidence of Cancer in Thailand: Assessing Cancers with the Highest… 2017 124 Problem Identifying Cellulose Regeneration and Chemical Recycling: Closing the “Cellulose Gap” Using Environmentally Benign… 2020 110 Promising Improved Power Quality Switched Inductor Cuk Converter for Battery Charging Applications 2018 104 Promising Ilimaquinone (marine sponge metabolite) as a novel inhibitor of SARS-CoV-2 key target proteins in comparison… 2020 103 Comparative Genome-Wide Variation, Candidate Regions and Genes Associated With Fat Deposition and Tail Morphology in… 2019 102 Descriptive A Novel Approach for the Selection of Power-Generation Technology Using a Linguistic Neutrosophic CODAS… 2018 100 Breakthrough Analysis of community question‐answering issues via machine learning and deep learning: State‐of‐the‐art… 2022 94 Descriptive Chlamydomonas reinhardtii Is a Potential Food Supplement with the Capacity to Outperform Chlorella and… 2020 87 Promising Co-delivery of timolol and hyaluronic acid from semi-circular ring-implanted contact lenses for the treatment… 2018 83 Breakthrough A comprehensive review on applications of multicriteria decision‐making methods in power and energy systems 2021 79 Descriptive Excited state mass spectra of doubly heavy $$\Xi $$ Ξ baryons 2017 79 Descriptive
figures marked ≈ are scaled estimates from a partial sample · Prism stance layer over 2017+ papers