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Personal Details
NameDr Manan Shah
DesignationAssistant Professor
DepartmentChemical, School of Energy Technology
EmailManan.Shah@spt.pdpu.ac.in
Educational Qualifications
  		• B.Tech. (Chemical Engineering, L.D. College of Engineering), 2013
  		• M.Tech. (Petroleum Engineering, Pandit Deendayal Petroleum University), 2015
  		• Ph.D (Geothermal Exploration and Exploitation, Pandit Deendayal Petroleum University), 2019
    Professional Affiliation
    Awards
    Young Scientist Award by Science and Engineering Research Board, Best Paper Award, Elsevier, 2021, Top 10 Most Downloaded Paper Award Elsevier, 2021, Forbes Magazine Award
    Publications / Articles / Conference
    Research based or onographs/Textbooks published
  		• 'Geothermal Fields of India', Springer, Mar 2024
  		• 'Transforming Agricultural Technology by Artificial Intelligence and Robotics', Taylor & Francis, Dec 2023
  		• ' Applications of Artificial Intelligence (AI) and Machine Learning (ML) in the Petroleum Industry', Taylor and Francis, Sep 2022
  		• 'Application of Big Data in Petroleum Streams', Taylor and Francis, May 2022
  		• 'Ground Water Quality Assesment for Sustainable development', -, May 2021
    Articles/Chapters Published in the books
  		• 'Comparative Analysis of Machine Learning Classification Techniques for Forecasting the PM2.5 Category', SpringerNature, Mar 2025
  		• 'A Systematic Study on Implementation of Smart Devices for Sustainable Environment', Springer, Apr 2024
  		• 'A Comprehensive Study on Hydrogen Gas Production Using Renewable Energy Sources', American Chemical Society, Aug 2024
  		• 'Intelligent healthcare and diagnosis using smart cognitive sensing', IOP Science, Apr 2023
  		• 'Prediction of depressive symptoms using machine learning classifiers', IOP Science, Apr 2023
  		• 'A review on various mathematical techniques for groundwater quality analysis and assessment', ScienceDirect, Mar 2023
  		• ' Functionalized carbon nanomaterials for diagnosis, drug delivery, and stem cell therapy', Elsevier, Jan 2023
  		• ' Application of Remote Sensing in Smart Agriculture Using Artificial Intelligence', Taylor and Francis, Dec 2022
  		• 'Constraints and advantages of bacterial bioremediation of petroleum wastewater by pure and mixed culture', Elsevier, Jan 2022
  		• 'Detection of epileptic seizure disorder using EEG signals', Elsevier, Jan 2022
  		• 'Online Stream Processing and Multimedia-Oriented IoT: Tools for Sustainable Development of Smart Cities Authors Ja', Springer, May 2022
  		• 'Machine learning in medicine: diagnosis of skin cancer using a support vector machine (SVM) classifier', IOP Science, May 2022
  		• 'Artificial Intelligence in Crop Monitoring', Taylor and Francis, Dec 2022
  		• 'Advancing Aquaculture with Artificial Intelligence', Taylor and Francis, Dec 2022
  		• 'Augmentation of Precision Agriculture by Application of Artificial Intelligence', Taylor and Francis, Dec 2022
  		• 'A Computational Approach for Prediction and Modelling', Taylor and Francis, Dec 2022
  		• 'Big Data Analytics in Oil and Gas Industry', Taylor and Francis, Aug 2022
  		• 'Cognitive sensing in the brain–computer interface: a comprehensive study', IOP Science, Dec 2022
  		• 'Neuromorphic Computing in Speech Recognition Using Nano-Devices', Springer, Germany, Jan 2021
  		• 'Neuromorphic Computing in Speech Recognition Using Nano-devices', , Jan 2021
  		• 'Content watermarking and data hiding in multimedia security', , Sep 2021
  		• 'Anatomized study of security solutions for multimedia: deep learning-enabled authentication, cryptography and information hiding. Advanced security solutions for multimedia', , Sep 2021
  		• 'Nanotechnology: A Scope for a Sustainable Future', , Jan 2021
  		• 'Sales Terminal Interactive Device for Disabled People', , Apr 2020
  		• 'Exploitation and Utilization of Oilfield Geothermal Resources in INDIA', , Jan 2018
  		• 'Utilization of Geo-Solar Hybrid System for Efficient Power Production in India', , Jan 2018
    Published Papers in Journals
  		• 'Comparative Analysis of Machine Learning Classification Techniques for Forecasting the PM2.5 Category', Select Proceedings of the 8th Indian International Conference on Air Quality Management (IICAQM 2023), pp. 1-366, Mar 2025, DOI : yet to obtain
  		• 'Assessing the accuracy of various statistical models for forecasting PM2.5: a case study from diverse regions of Gandhinagar and Ahmedabad', Environmental Monitoring and Assessment, pp. 0-0, Jan 2025, DOI : https://doi.org/10.1007/s10661-024-13550-w
  		• 'Measurement of Light Response in Luminescent Solar Concentrators', 2025 International Conference on Sustainable Energy Technologies and Computational Intelligence (SETCOM), pp. 1-6, Mar 2025, DOI : https://doi.org/10.1109/SETCOM64758.2025.10932357.
  		• 'A Comprehensive Study of Artificial Intelligence and Cybersecurity on Bitcoin, Crypto Currency and Banking System', Annals of Data Science, pp. 103-135, Feb 2024, DOI : https://doi.org/10.1007/s40745-022-00433-5
  		• 'Sentiment Analysis of Twitter Feeds Using Flask Environment: A Superior Application of Data Analysis', Annals of Data Science, pp. 1-22, Feb 2024, DOI : https://doi.org/10.1007/s40745-022-00445-1
  		• 'A Comparative and Systematic Study of Machine Learning (ML) Approaches for Particulate Matter (PM) Prediction', Archives of Computational Methods in Engineering, pp. 595-614, Mar 2024, DOI : https://doi.org/10.1007/s11831-023-09994-x
  		• 'Context-Based Bigram Model for POS Tagging in Hindi: A Heuristic Approach', Annals of Data Science, pp. 1-32, Mar 2024, DOI : https://doi.org/10.1007/s40745-022-00434-4
  		• 'Emerging technology adoption for sustainable agriculture in India– a pilot study', Journal of Agriculture and Food Research, pp. 101238-101238, Sep 2024, DOI : https://doi.org/10.1016/j.jafr.2024.101238
  		• 'All phase discrete cosine biorthogonal transform versus discrete cosine transform in digital watermarking', Multimedia Tools and Applications, pp. 1-19, Feb 2024, DOI : https://doi.org/10.1007/s11042-023-16106-1
  		• 'Challenges and opportunities in the production of sustainable hydrogen from lignocellulosic biomass using microwave-assisted pyrolysis: A review', International Journal of Hydrogen Energy, pp. 507-531, Jan 2024, DOI : https://www-sciencedirect-com.translate.goog/science/article/abs/pii/S0360319923030902?_x_tr_sl=en&_x_tr_tl=hi&_x_tr_hl=hi&_x_tr_pto=tc
  		• 'A comprehensive review of geothermal energy storage: Methods and applications', Journal of Energy Storage, pp. 113019-113030, Sep 2024, DOI : https://doi.org/10.1016/j.est.2024.113019
  		• 'A Comprehensive Review of Machine Learning Algorithms and Its Application in Groundwater Quality Prediction', Archives of Computational Methods in Engineering , pp. 1-22, Jun 2024, DOI : https://doi.org/10.1007/s11831-024-10126-2
  		• 'A Systematic and Comprehensive Study on Machine Learning and Deep Learning Models in Web Traffic Prediction', Archives of Computational Methods in Engineering, pp. 1-20, Apr 2024, DOI : https://doi.org/10.1007/s11831-024-10077-8
  		• 'A comprehensive review on sentiment analysis of social/web media big data for stock market prediction', International Journal of System Assurance Engineering and Management , pp. 2011-2018, Jun 2024, DOI : https://doi.org/10.1007/s13198-023-02214-6
  		• 'A comprehensive study on applications of nanomaterials in petroleum upstream and downstream industry', Environmental Science and Pollution Research, pp. 14406-14423, Feb 2024, DOI : https://doi.org/10.1007/s11356-023-31569-3
  		• 'Schematized study for tackling COVID-19 with Machine Learning (ML), Artificial Intelligence (AI), and Internet of Things (IoT)', Intelligent Pharmacy, pp. 756-767, Dec 2024, DOI : 2949-866X
  		• 'The evolution of brain surgery: Exploring the impact of continuum robotics', Brain Hemorrhages, pp. 1-49, Nov 2024, DOI : https://doi.org/10.1016/j.hest.2024.11.002
  		• 'Shallow and Deep Geothermal water sources in Unai Geothermal Field , Gujarat, India, with Application of Magnetotelluric (MT', Unconventional Resources, pp. 1-18, Jan 2024, DOI : https://doi.org/10.1016/j.uncres.2024.100086
  		• 'Geothermal-solar hybrid systems for hydrogen production: A systematic review', International Journal of Hydrogen Energy, pp. 842-851, May 2024, DOI : https://doi.org/10.1016/j.ijhydene.2023.12.006
  		• 'Performances of NiFe2O4/TiO2 spinal photocatalyst prepared by planetary ball mill method for degradation of dye', Chemical Papers, pp. 3919-3938, Apr 2024, DOI : https://doi.org/10.1007/s11696-024-03362-0
  		• 'Neuropsychological detection and prediction using machine learning algorithms: a comprehensive review', Intelligent Medicine, pp. 177-187, Aug 2024, DOI : https://doi.org/10.1016/j.imed.2023.04.003
  		• 'Electrifying the future: Understanding the consumer trends of adoption of electric vehicles in developing nations', Green Technologies and Sustainability, pp. 100101-100101, Sep 2024, DOI : https://doi.org/10.1016/j.grets.2024.100101
  		• 'Computational transformation in drug discovery: A comprehensive study on molecular docking and quantitative structure activity relationship (QSAR)', Intelligent Pharmacy, pp. 589-595, Oct 2024, DOI : https://doi.org/10.1016/j.ipha.2024.03.001
  		• 'Hydraulic modelling of a catalytic converter for pollutant reduction in atmosphere', Green Technologies and Sustainability, pp. 100032-100032, May 2024, DOI : https://doi.org/10.1016/j.grets.2023.100032
  		• 'Carbon capture, utilization, and storage (CCUS): a critical review towards carbon neutrality in India', Case Studies in Chemical and Environmental Engineering, pp. 100770-100770, Dec 2024, DOI : https://doi.org/10.1016/j.cscee.2024.100770
  		• 'A systematic study on integrating blockchain in healthcare for electronic health record management and tracking medical supplies', Journal of Cleaner Production, pp. 141371-141371, Apr 2024, DOI : https://doi.org/10.1016/j.jclepro.2024.141371
  		• 'A roadmap to 2050 for Nepal and Singapore with comparative energy market study for net-zero greenhouse gas emissions', Sustainable Energy Technologies and Assessments, pp. 103954-103954, Nov 2024, DOI : https://doi.org/10.1016/j.seta.2024.10395
  		• 'Crop protection and disease detection using artificial intelligence and computer vision: a comprehensive review', Multimedia Tools and Applications, pp. 1-21, Apr 2024, DOI : https://doi.org/10.1007/s11042-024-19205-9
  		• 'A comprehensive comparative study of artificial neural network (ANN) and support vector machines (SVM) on stock forecasting', Annals of Data Science, pp. 183-208, Feb 2023, DOI : https://doi.org/10.1007/s40745-021-00344-x
  		• 'Future adoption and consumption of green and sustainable nanoproducts—classifications and synthesis', Nanotechnology for Environmental Engineering, pp. 1-14, Apr 2023, DOI : https://doi.org/10.1007/s41204-022-00293-7
  		• 'A systematic and comparative study of Water Quality Index (WQI) for groundwater quality analysis and assessment', Environmental Science and Pollution Research, pp. 1-21, Apr 2023, DOI : https://doi.org/10.1007/s11356-023-25936-3
  		• 'A Systematic and Comprehensive Study of Eco-friendly Bentonite Clay Application in Esterification and Wastewater Treatment', Environmental Nanotechnology, Monitoring & Management, pp. 100784-100784, Dec 2023, DOI : https://doi.org/10.1016/j.enmm.2023.100784
  		• 'Evaluation of geothermal water and assessment of corrosive and scaling potential of water samples in Tulsishyam Geothermal Region, Gujarat, India', Environmental Science and Pollution Research, pp. 44684-44696, Mar 2023, DOI : https://doi.org/10.1007/s11356-023-25165-8
  		• 'A systematic study on complementary metal-oxide semiconductor technology (CMOS) and internet of things (IOT) for radioactive leakage detection in nuclear plant', Nuclear Analysis, pp. 0-0, Sep 2023, DOI : https://doi.org/10.1016/j.nucana.2023.100080
  		• 'A comprehensive study on lane detecting autonomous car using computer vision', Expert Systems with Applications, pp. 120929-120929, Dec 2023, DOI : https://doi.org/10.1016/j.eswa.2023.120929
  		• 'Predicting stock market using machine learning: best and accurate way to know future stock prices', International Journal of System Assurance Engineering and Management, pp. 1-18, Apr 2023, DOI : https://doi.org/10.1007/s13198-022-01811-1
  		• 'A comprehensive and systematic study of geothermal energy-based desalination systems for sustainable development', Geothermics, pp. 102829-102829, Dec 2023, DOI : https://doi.org/10.1016/j.geothermics.2023.102829
  		• 'A Convolutional Neural Network ensemble model for Pneumonia Detection using chest X-ray images', Healthcare Analytics, pp. 100176-100176, Nov 2023, DOI : https://doi.org/10.1016/j.health.2023.100176
  		• 'Geothermal solar Integrated Multistage Flash Distillation Cogeneration system: A cleaner and sustainable solution', Desalination, pp. 1-16, Nov 2023, DOI : https://doi.org/10.1016/j.desal.2023.116897
  		• ' Performance evaluation of a novel geothermal energy integrated single effect evaporator desalination with software simulation', Journal of Cleaner Production, pp. 137087-137087, Jun 2023, DOI : https://doi.org/10.1016/j.jclepro.2023.137087
  		• 'A comprehensive and systematic study in smart drip and sprinkler irrigation systems', Smart Agricultural Technology, pp. 100303-100303, Oct 2023, DOI : https://doi.org/10.1016/j.atech.2023.100303
  		• 'Prediction of geothermal wells location and hot water temperature using machine learning', Petroleum Research, pp. 1-6, Mar 2023, DOI : https://doi.org/10.1016/j.ptlrs.2022.02.002
  		• 'Automation of surveillance systems using deep learning and facial recognition', International Journal of System Assurance Engineering and Management, pp. 236-245, Apr 2023, DOI : https://doi.org/10.1007/s13198-022-01844-6
  		• 'Fuelling the sustainable future: a comparative analysis between battery electrical vehicles (BEV) and fuel cell electrical vehicles (FCEV)', Environmental Science and Pollution Research, pp. 57236-57252, Apr 2023, DOI : https://doi.org/10.1007/s11356-023-26241-9
  		• 'Compressive strength prediction of high-strength concrete using machine learning', Emergent Materials, pp. 321-335, Feb 2023, DOI : https://doi.org/10.1007/s42247-022-00409-4
  		• 'A comprehensive study on skin cancer detection using artificial neural network (ANN) and convolutional neural network (CNN)', Clinical eHealth, pp. 76-84, Dec 2023, DOI : https://doi.org/10.1016/j.ceh.2023.08.002
  		• 'Groundwater arsenic contamination: impacts on human health and agriculture, ex situ treatment techniques and alleviation', Environmental Geochemistry and Health, pp. 1331-1358, May 2023, DOI : https://doi.org/10.1007/s10653-022-01334-5
  		• 'An Anatomized study on the progress and prospects of CO2 utilization technology', Case Studies in Chemical and Environmental Engineering, pp. 100381-100381, Dec 2023, DOI : https://doi.org/10.1016/j.cscee.2023.100381
  		• 'A holistic review on the assessment of groundwater quality using multivariate statistical techniques', Environmental Science and Pollution Research, pp. 85046-85070, Aug 2023, DOI : https://doi.org/10.1007/s11356-023-27605-x
  		• 'The current scope and stand of carbon capture storage and utilization∼ A comprehensive review', Case Studies in Chemical and Environmental Engineering, pp. 100368-100368, Dec 2023, DOI : https://doi.org/10.1016/j.cscee.2023.100368
  		• 'A holistic study on geothermal and solar water desalination system for sustainable development', Environmental Science and Pollution Research, pp. 90-103, Jan 2023, DOI : https://doi.org/10.1007/s11356-022-22987-w
  		• 'Geothermal energy integrated multi-effect evaporator (MEE) and multi-effect distillation (MED)-based desalination systems: an ecofriendly and sustainable solutions', Environmental Science and Pollution Research, pp. 67941-67952, Jun 2023, DOI : https://doi.org/10.1007/s11356-023-26858-w
  		• 'A critical review on emerging contaminants: origin, discernment, and remedies', Sustainable Water Resources Management, pp. 69-69, Apr 2023, DOI : https://doi.org/10.1007/s40899-023-00853-y
  		• 'A comprehensive study on Industry 4.0 in the pharmaceutical industry for sustainable development', Environmental Science and Pollution Research, pp. 90088-90099, Aug 2023, DOI : https://doi.org/10.1007/s11356-023-26856-y
  		• 'A Comprehensive Study on Implementing Big Data in the Auditing Industry', Annals of Data Science, pp. 657-677, Jun 2023, DOI : https://doi.org/10.1007/s40745-022-00430-8
  		• 'A Comprehensive Review on Computer Vision and Fuzzy Logic in Forensic Science Application', Annals of Data Science, pp. 761-785, Jun 2023, DOI : https://doi.org/10.1007/s40745-022-00408-6
  		• 'A comprehensive and systematic study on the techniques used for augmenting the performance of a solar still distillate yield', Environmental Science and Pollution Research, pp. 57271-57278, Apr 2023, DOI : https://doi.org/10.1007/s11356-023-26751-6
  		• 'State-of-the-art machine learning techniques for melanoma skin cancer detection and classification: a comprehensive review', Intelligent Medicine, pp. 180-190, Aug 2023, DOI : https://doi.org/10.1016/j.imed.2022.08.004
  		• 'A Comparative and Systematic Study of Machine Learning (ML) Approaches for Particulate Matter (PM) Prediction', Archives of Computational Methods in Engineering, pp. 1-20, Sep 2023, DOI : https://doi.org/10.1007/s11831-023-09994-x
  		• 'A review on various mathematical techniques for groundwater quality analysis and assessment', Materials Today: Proceedings, pp. 60-63, Mar 2023, DOI : https://doi.org/10.1016/j.matpr.2022.08.456
  		• 'A comprehensive review on electro-oxidation and its types for wastewater treatment', Groundwater for Sustainable Development, pp. 100980-100980, Nov 2023, DOI : https://doi.org/10.1016/j.gsd.2023.100980
  		• 'Appraisal of groundwater trait for drinking and irrigation desire in capital district Gandhinagar, Gujarat, India', Modeling Earth Systems and Environment, pp. 4041-4056, Nov 2023, DOI : https://doi.org/10.1007/s40808-022-01665-3
  		• 'A holistic review on application of green solvents and replacement study for conventional solvents', Biomass Conversion and Biorefinery, pp. 1985-1999, May 2022, DOI : https://doi.org/10.1007/s13399-021-01465-2
  		• 'A stock market trading framework based on deep learning architectures', Multimedia Tools and Applications, pp. 14153-14171, Apr 2022, DOI : https://doi.org/10.1007/s11042-022-12328-x
  		• 'A Comprehensive Study on Decontamination of food-borne microorganisms', Food Chemistry: Molecular Sciences, pp. 100098-100098, Jul 2022, DOI : https://doi.org/10.1016/j.fochms.2022.100098
  		• 'Comprehensive review on application of various nanoparticles for the production of biodiesel', Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, pp. 1945-1958, Apr 2022, DOI : https://doi.org/10.1080/15567036.2019.1648599
  		• 'The applications of artificial neural networks, support vector machines, and long–short term memory for stock market prediction', Decision Analytics, pp. 100015-100015, Apr 2022, DOI : https://doi.org/10.1016/j.dajour.2021.100015
  		• 'Artificial intelligence: New age of transformation in petroleum upstream', Petroleum Research, pp. 106-114, Apr 2022, DOI : https://doi.org/10.1016/j.ptlrs.2021.07.002
  		• 'Emerging the dual string drilling and dual coil tubing drilling technology in a geothermal well applications', Petroleum, pp. 102-109, Apr 2022, DOI : https://doi.org/10.1016/j.petlm.2021.03.007
  		• 'MEDICLOUD: a holistic study on the digital evolution of medical data', Digital Chinese Medicine , pp. 112-122, Jun 2022, DOI : https://doi.org/10.1016/j.dcmed.2022.06.002
  		• 'A comprehensive review on intelligent traffic management using machine learning algorithms', Innovative Infrastructure Solutions, Springer, pp. 1-15, May 2022, DOI : https://doi.org/10.1007/s41062-021-00718-3
  		• 'A comprehensive study on modeling methods for gauging of resources in a geothermal reservoirs', Modeling Earth System and Environment, Springer, pp. 1391-1404, Apr 2022, DOI : https://doi.org/10.1007/s40808-021-01162-z
  		• 'The impacts of artificial intelligence techniques in augmentation of cybersecurity: a comprehensive review', Complex & Intelligent Systems, pp. 1763-1780, Apr 2022, DOI : https://doi.org/10.1007/s40747-021-00494-8
  		• 'Comparative Analysis of Breast Cancer detection using Machine Learning and Biosensors', Intelligent Medicine, Elsevier, pp. 69-81, May 2022, DOI : https://doi.org/10.1016/j.imed.2021.08.004
  		• 'A review of the geothermal integrated hydrocarbon production system as a sustainable way of solving potential fuel shortage,', Journal of Cleaner Production, pp. 1-18, Dec 2022, DOI : https://doi.org/10.1016/j.jclepro.2022.135001
  		• 'Solar radiation and solar energy estimation using ANN and Fuzzy logic concept: A comprehensive and systematic study', Environmental Science and Pollution Research, pp. 32428-3242, May 2022, DOI : https://doi.org/10.1007/s11356-022-19185-z
  		• 'Advancement of deep learning in pneumonia/Covid-19 classification and localization: A systematic review with qualitative and quantitative analysis', Chronic Diseases and Translational Medicine, pp. 154-171, Sep 2022, DOI : https://doi.org/10.1002/cdt3.17
  		• 'Judging a book by its cover: significance of UX design in gamification and computing systems', Iran Journal of Computer Science, Springer, pp. 117-126, Jun 2022, DOI : https://doi.org/10.1007/s42044-021-00096-0
  		• 'A review on geothermal energy resources in India: past and the present', Environmental Science and Pollution Research, pp. 67675-67684, Sep 2022, DOI : https://doi.org/10.1007/s11356-022-22419-9
  		• 'The effect of torrefaction temperature and catalyst loading in Microwave-Assisted in-situ catalytic Co-Pyrolysis of torrefied biomass and plastic wastes', Bioresource Technology, pp. 128099-128099, Nov 2022, DOI : https://doi.org/10.1016/j.biortech.2022.128099
  		• 'Analysis of Machine learning algorithms for predicting a student's grade', Journal of Data Information and Management, pp. 1-13, Dec 2022, DOI : https://doi.org/10.1007/s42488-022-00078-2
  		• 'A comprehensive study of bioremediation for pharmaceutical wastewater treatment', Cleaner Chemical Engineering, pp. 100073-100073, Dec 2022, DOI : https://doi.org/10.1016/j.clce.2022.100073
  		• 'A review of the geothermal integrated hydrogen production system as a sustainable way of solving potential fuel shortages', Journal of Cleaner Production, pp. 135001-135001, Dec 2022, DOI : https://doi.org/10.1016/j.jclepro.2022.135001
  		• 'Photocatalytic dye degradation using nickel ferrite spinel and its nanocomposite', Environmental Science and Pollution Research, pp. 78255-78264, Nov 2022, DOI : https://doi.org/10.1007/s11356-022-21248-0
  		• 'A comprehensive study on production of methanol from wind energy', Environmental Technology & Innovation, pp. 102589-102589, Nov 2022, DOI : https://doi.org/10.1016/j.eti.2022.102589
  		• 'State-of-the-art machine learning techniques for melanoma skin cancer detection and classification: a comprehensive review', Intelligent Medicine, pp. 1-15, Oct 2022, DOI : https://doi.org/10.1016/j.imed.2022.08.004
  		• 'Anatomization of air quality prediction using neural networks, regression and hybrid models', Journal of Cleaner Production, pp. 133383-133383, Oct 2022, DOI : https://doi.org/10.1016/j.jclepro.2022.133383
  		• 'State of charge, remaining useful life and knee point estimation based on artificial intelligence and Machine learning in lithium-ion EV batteries: A comprehensive review', Renewable Energy Focus, pp. 146-164, Sep 2022, DOI : https://doi.org/10.1016/j.ref.2022.06.001
  		• 'Global Economic Impact in Stock and Commodity Markets during Covid-19 pandemic', Annals of Data Science, pp. 889-907, Oct 2022, DOI : https://doi.org/10.1007/s40745-022-00403-x
  		• 'Society sync – Digitalize society management systems with artificial intelligence technologies', Intelligent Systems with Applications, pp. 1-10, May 2022, DOI : https://doi.org/10.1016/j.iswa.2022.200069
  		• 'A comprehensive review on multiple hybrid deep learning approaches for stock prediction', Intelligent Systems with Applications, pp. 200111-200111, Nov 2022, DOI : https://doi.org/10.1016/j.iswa.2022.200111
  		• 'A comprehensive analysis of contaminated groundwater: Special emphasis on nature-ecosystem and socio-economic impacts', Groundwater for Sustainable Development, pp. 100813-100813, Nov 2022, DOI : https://doi.org/10.1016/j.gsd.2022.100813
  		• 'Modeling and simulation of a direct-ascent anti-satellite missile using Kerbal Space Program (KSP)', Aerospace Systems, pp. 285-299, Jun 2022, DOI : https://doi.org/10.1007/s42401-022-00141-1
  		• 'A comprehensive review on spinel based novel catalysts for visible light assisted dye degradation', Process Safety and Environmental Protection, pp. 703-722, May 2022, DOI : https://doi.org/10.1016/j.psep.2022.03.030
  		• 'A comprehensive review on space solar power satellite: an idiosyncratic approach', Environmental Science and Pollution Research, pp. 42476-42492, Jun 2022, DOI : https://doi.org/10.1007/s11356-022-19560-w
  		• 'A comprehensive and systematic study of fluoride and arsenic contamination and its impacts in India', Sustainable Water Resources Management, pp. 122-122, Jul 2022, DOI : https://doi.org/10.1007/s40899-022-00688-z
  		• 'A Comprehensive Review on Computer Vision and Fuzzy Logic in Forensic Science Application', Annals of Data Science, pp. 1-25, Jun 2022, DOI : https://doi.org/10.1007/s40745-022-00408-6
  		• 'IoT technologies in smart environment: security issues and future enhancements', Environmental Science and Pollution Research, pp. 47969-47987, Jul 2022, DOI : https://doi.org/10.1007/s11356-022-20132-1
  		• 'Student Trend Analysis for Foreign Education Employing Machine Learning: A Case Study from ‘Disha Consultants’, Gujarat, India', Annals of Data Science, pp. 1-18, Jul 2022, DOI : https://doi.org/10.1007/s40745-022-00431-7
  		• 'A Comprehensive Study on Implementing Big Data in the Auditing Industry', Annals of Data Science, pp. 1-15, Jul 2022, DOI : https://doi.org/10.1007/s40745-022-00430-8
  		• 'Artificial intelligence and machine learning in drug discovery and development', Intelligent Medicine, pp. 134-140, Aug 2022, DOI : https://doi.org/10.1016/j.imed.2021.10.001
  		• 'A statistical modeling-optimization approach for photocatalytic degradation of diflouro triazole acetophenone using Ag-Fe co-doped TiO2: response surface methodology', Environmental Science and Pollution Research, pp. 58730-58745, Aug 2022, DOI : https://doi.org/10.1007/s11356-022-19605-0
  		• 'Geothermal water in Bakreshwar-Tantoli region in West Bengal, India: Implications on water quality for irrigation and drinking purposes', Groundwater for Sustainable Development, pp. 100773-100773, Aug 2022, DOI : https://doi.org/10.1016/j.gsd.2022.100773
  		• 'A comprehensive review on sustainable greener nanoparticles for efficient dye degradation', Environmental Science and Pollution Research, pp. 55415-55436, Aug 2022, DOI : https://doi.org/10.1007/s11356-022-20127-y
  		• 'A comprehensive review of the geothermal integrated multi-effect distillation (MED) desalination and its advancements', Groundwater for Sustainable Development, pp. 100808-100808, Nov 2022, DOI : https://doi.org/10.1016/j.gsd.2022.100808
  		• 'Recent advances in developing innovative sorbents for phosphorus removal—perspective and opportunities', Environmental Science and Pollution Research, pp. 38985-39016, Jun 2022, DOI : https://doi.org/10.1007/s11356-022-19662-5
  		• 'Comparative anatomization of data mining and fuzzy logic techniquesused in diabetes prognosis', Clincal eHealth, Dec 2021
  		• 'Crime forecasting: a machine learning and computer vision approach to crime prediction and prevention', Visual Computing for Industry, Biomedicine, and Art, Springer, Apr 2021
  		• 'Integrating machine learning and blockchain to develop a system to veto the forgeries and provide efficient results in education sector', Visual Computing for Industry, Biomedicine, and Art, Springer, Jun 2021
  		• 'Solar photovoltaic energy in India: business feasibility study and analogy of policies', International Journal of Energy and Water Resources, Springer, Apr 2021
  		• 'Characterization and assessment of groundwater aquifers from Bakreshwar and Tantloi geothermal fields for its industrial applications ', Groundwater for Sustainble Development, Elsevier, Feb 2021
  		• 'Geothermal-solar integrated groundwater desalination system: Current status and future perspective', Groundwater for Sustainble Development, Elsevier, Feb 2021
  		• 'Comprehensive hydro-chemistry and geothermal water quality of Konkan, Maharashtra, India for sustainable industrial development', Groundwater for Sustainble Development, Elsevier, Feb 2021
  		• 'An anatomization on breast cancer detection and diagnosis employing multi-layer perceptron neural network (MLP) and Convolutional neural network (CNN)', Clincal eHealth, Elsevier, Dec 2021
  		• 'Advent of Big Data technology in environment and water management sector', Environmental Science and Pollution Research, Springer, Apr 2021
  		• 'Comprehensive Review and Critical Data Analysis on Corrosion and Emphasizing on Green Eco-friendly Corrosion Inhibitors for Oil and Gas Industries', Journal of Bio-and Tribo-Corrosion, Sep 2021
  		• 'Exploiting the Capabilities of Blockchain and Machine Learning in Education', Augumented Human Research, Springer, Dec 2021
  		• 'Energy Consumption and Price Forecasting Through Data-Driven Analysis Methods: A Review', SN Computer Science, Springer, Jul 2021
  		• 'Geochemical and Geothermometry study on hot-water springs for understanding prospectivity of low enthalpy reservoirs of Dholera Geothermal field, Gujarat, India', Solid Earth Sciences, Elsevier, Sep 2021
  		• 'A process improvement methodology for effective implementation of value stream mapping integrated with foreman delay survey', Innovative Infrastructure Solutions, Dec 2021
  		• 'Performance analysis of solar irradiance by integrated heating and cooling models in different regions of the Indian sub-continent', Modeling Earth System and Environment, Springer, May 2021
  		• 'Carbon capture using membrane-based materials and its utilization pathways', Chemical Papers, Springer, Sep 2021
  		• 'A systematic review on nanotechnology in enhanced oil recovery', Petroleum Research, Elsevier, Sep 2021
  		• 'A comprehensive review of approaches to detect fatigue using machine learning techniques', Chronic Diseases and Translational Medicine, Aug 2021
  		• 'A comprehensive study on artificial intelligence in oil and gas sector', Environmental Science and Pollution Research, Springer, Aug 2021
  		• 'Emergence of nano silica for oil and gas well cementing: application, challenges, and future scope', Environmental Science and Pollution Research, Springer, Jul 2021
  		• 'Smart Earth Technologies: a pressing need for abating pollution for a better tomorrow', Environmental Science and Pollution Research, Springer, Jul 2021
  		• 'Prediction and estimation of solar radiation using artificial neural network (ANN) and fuzzy system: a comprehensive review', International Journal of Energy and Water Sources, Springer, Jun 2021
  		• 'Shale gas: a step toward sustainable energy future', Journal of Petroleum Exploration and Production Technology, May 2021
  		• ' An assessment of football through the lens of data science', Annals of Data Science, Dec 2021
  		• 'A comprehensive review on resolving ambiguities in natural language processing', AI Open, Elsevier, Jan 2021
  		• 'Origin, fate, and risk assessment of emerging contaminants in groundwater bodies: a holistic review', Environmental Science and Pollution Research, Springer, Oct 2021
  		• 'Artificial intelligence: New age of transformation in petroleum upstream', Petroleum Research, Jul 2021
  		• 'A comprehensive study on amalgamation of sustainable solar powered distillation for arsenic and fluoride removal from groundwater', Environmental Science and Pollution Research, Springer, Oct 2021
  		• 'A comprehensive review of machine learning techniques on diabetes detection', Visual Computing for Industry, Biomedicine, and Art, Springer, Dec 2021
  		• 'A holistic study on fluoride-contaminated groundwater models and its widespread effects in healthcare and irrigation', Environmental Science and Pollution Research, Springer, Nov 2021
  		• 'A comprehensive study on artificial intelligence and machine learning in drug discovery and drug development', Intelligent Medicine, Elsevier, Nov 2021
  		• 'A systematic study on shaping the future of solar prosumage using deep learning', International Journal of Energy and Water Sources, Springer, Dec 2021
  		• 'Emerging the dual string drilling and dual coil tubing drilling technology in a geothermal well applications', Petroleum, Elsevier, Apr 2021
  		• 'A comprehensive analysis on movie recommendation system employing collaborative filtering', Multimedia Tools and Applications, Springer, Aug 2021
  		• 'A review of geothermal integrated desalination: A sustainable solution to overcome potential freshwater shortages', Journal of Cleaner Production, Dec 2021
  		• 'A comprehensive review of the application of nano-silica in oil wellcementing', Petroleum, Keai, Elsevier, Jun 2020
  		• ' Biophysical economics and management of biodiesel, a harbinger of clean and sustainable energy', International Journal of Energy and Water Resources, Springer, Aug 2020
  		• 'Potential of Ag–Fe co-doped TiO2 nanocomposite for solar photocatalysis of high COD pharmaceutical effluent and influencing factors', Energy Ecology and Environment, Springer, Oct 2020
  		• 'Application of magnetotelluric (MT) study for the identification of shallow and deep aquifers in Dholera geothermal region', Groundwater for Sustainble Development, Elsevier, Oct 2020
  		• 'Denouements of machine learning and multimodal diagnostic classification of Alzheimer’s disease', Visual Computing for Industry Biomedicine and Art, Springer, Nov 2020
  		• 'Buildout of Methodology for Meticulous Diagnosis of K-Complex in EEG for Aiding the Detection of Alzheimer’s by Artificial Intelligence', Augumented Human Research, Springer, Dec 2020
  		• 'Machine learning in films: an approach towards automation in film censoring', Journal of Data Information and Management, Mar 2020
  		• 'Comprehensive review of text‑mining applications in finance', Financial Innovation, Springer, Nov 2020
  		• 'Evolution in the membrane-based materials and comprehensive review on carbon capture and storage in industries', Emergent Materials, Springer, Apr 2020
  		• 'Optimization of Smart Traffic Governance System Using Artificial Intelligence', Augumented Human Research, Springer, Dec 2020
  		• 'Determination of fluoride removal using silica nano adsorbent modified by rice husk from water', Groundwater for Sustainble Development, Elsevier, Oct 2020
  		• 'Artificial cognition for applications in smart agriculture: A comprehensive review', Artificial Intelligence in Agriculture, Elsevier, Keai, Dec 2020
  		• 'Holistic review on geosolar hybrid desalination system for sustainable development', Applied Water Science, Springer, Dec 2020
  		• 'A Comparative Analysis of Logistic Regression, Random Forest and KNN Models for the Text Classification', Augumented Human Research, Springer, Dec 2020
  		• 'Implementation of artificial intelligence in agriculture for optimisation of irrigation and application of pesticides and herbicides', Artificial Intelligence in Agriculture, Elsevier, Keai, Dec 2020
  		• 'Characterisation and bioremediation of wastewater: A review exploring bioremediation as a sustainable technique for pharmaceutical wastewater', Groundwater for Sustainble Development, Elsevier, Oct 2020
  		• 'Systematic review and meta-analysis of augmented reality in medicine, retail, and games', Visual Computing for Industry, Biomedicine, and Art, Springer, Sep 2020
  		• 'Membrane-based downhole oil–water separation (DOWS) technology: an alternative to hydrocyclone-based DOWS', Journal of Petroleum Exploration and Production Technology, Springer, Jun 2020
  		• 'Preprocessing of Non-symmetrical Images for Edge Detection', Augumented Human Research, Springer, Dec 2020
  		• 'Multi-label Movie Genre Detection from a Movie Poster Using Knowledge Transfer Learning', Augumented Human Research, Springer, Dec 2020
  		• 'A Comprehensive Study on Critical Security Issues and Challenges of the IoT World', Journal of Data Information and Management, Springer, Dec 2020
  		• 'Transforming petroleum downstream sector through big data: a holistic review', Journal of Petroleum Exploration and Production Technology, Springer, Aug 2020
  		• 'Implementation of Artificial Intelligence Techniques for Cancer Detection', Augumented Human Research, Springer, Dec 2020
  		• 'Application on Virtual Reality for Enhanced Education Learning, Military Training and Sports', Augumented Human Research, Springer, Dec 2020
  		• 'Fatigue Detection Using Artificial Intelligence Framework', Augumented Human Research, Springer, Dec 2020
  		• 'Research Trends on the Usage of Machine Learning and Artificial Intelligence in Advertising', Augumented Human Research, Springer, Dec 2020
  		• 'The Intertwine of Brain and Body: A Quantitative Analysis on How Big Data Infuences the System of Sports', Annals of Data Science, Springer, Apr 2020
  		• 'Techno-economical and Experimental Analysis of Biodiesel Production from Used Cooking Oil', BioPhysical Economics and Resource Quality, Springer, Mar 2019
  		• 'Panacea of challenges in real-world application of big data analytics in healthcare sector', Journal of Data Information and Management, Springer, Dec 2019
  		• 'Biometric authentication and image encryption for image security in cloud framework', Multiscale and Multidisciplinary Modeling Experiments and Design, Springer, Dec 2019
  		• 'Self-propagating high-temperature synthesized ceramic materials for oil and gas wells: application and the challenges', Arabian Journal of Geosciences, Aug 2019
  		• 'A comprehensive review on automation in agriculture using artificial intelligence', Artificial Intelligence in Agriculture, Jun 2019
  		• 'Solar-assisted geothermal heat pump models for space heating and cooling', International Journal of Energy and Water Resources, Springer, Dec 2019
  		• 'Effect of Corrosion on Crude Oil and Natural Gas Pipeline with Emphasis on Prevention by Ecofriendly Corrosion Inhibitors: A Comprehensive Review', Journal of Bio- and Tribo-Corrosion, Springer, Jun 2019
  		• 'A review on casing while drilling technology for oil and gas production with well control model and economical analysis', Petroleum, Elsevier, Apr 2019
  		• 'Assessment of geothermal water quality for industrial and irrigation purposes in the Unai geothermal field,Gujarat, India', Groundwater for Sustainable Development, Elsevier, Apr 2019
  		• 'Model design of condenser for solar assisted geothermal cooling system using software simulation', Modeling Earth System and Environment, Springer, Mar 2019
  		• 'Reckoning of water quality for irrigation and drinking purposes in the konkan geothermal provinces, Maharashtra, India', Groundwater for Sustainble Development, Oct 2019
  		• 'Comprehensive Geochemical /Hydrochemical and Geo-Thermometry analysis of Unai Geothermal field, Gujarat, India', Acta Geochimica, Springer, Feb 2019
  		• 'Plasma Pulse Technology: An uprising EOR technique', Petroleum Research, Elsevier, Jun 2018
  		• 'Using Monte Carlo simulation to estimate geothermal resource in Dholera geothermal field, Gujarat, India', Multiscale and Multidisciplinary Modeling, Experiments and Design, Springer, Jun 2018
  		• 'Groundwater analysis of Dholera geothermal field, Gujarat, India for suitable applications', Groundwater for Sustainable Development, Elsevier, Sep 2018
  		• 'A model on dual string drilling: on the road to deep waters', Modeling Earth System and Environment, Springer, Jun 2018
  		• 'Performance Simulation of Ground Source Heat Pump System based on Low Enthalpy Geothermal Systems', Emerging Trends in Chemical Engineering,STM Journals, Mar 2017
  		• 'Space Heating and Cooling using Geothermal Energy', DEW Journal, Mar 2016
  		• 'Selection of Working Fluid for Organic Rankine Cycle by Energy and Exergy, for low temperature low enthalpy Dholera geothermal reservoirs', Emerging Trends in Chemical Engineering,STM Journals, Jul 2016
  		• 'Geothermal exploration in Gujarat: case study from Dholera', Geothermal energy, Springer, Nov 2015
    Full Papers in Conference Proceedings
  		• 'A review on various mathematical techniques for groundwater quality analysis and assessment', 1st International Conference on Advances in Water Treatment and Management (ICAWTM-22), pp. 60-63, Mar 2023, DOI : https://doi.org/10.1016/j.matpr.2022.08.456
  		• 'Technological Peripheral of Geosolar Hybrid Cooling System', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'Study of Economic Feasibility for a Decentralized Small off Grid Geothermal Power Plant Using Slim Boreholes', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'A Comprehensive Study of Cementing Operation for HPHT Geothermal Wells', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'A Study on Geothermal Battery Energy Storage', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'Performance Evaluation of Geothermal Integrated Desalination Double Effect Evaporator (DEE) with or without Steam Jet Ejector with Software Simulation', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'Unification of Geothermal Plants with National Grids Using Artificial Intelligence (AI)', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'Using Machine Learning Algorithms to predict Geothermal wells with the help of Surface Temperature', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'Use of Geothermal Electric System for Remote Powering: A Case Study of Puga Geothermal Field.', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'Using Machine Learning Algorithms for prediction of Hot water Temperature generated due to Heat Pumps', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'Developments and Future Insights of Using Nanofluids for Heat Transfer Enhancements in Geothermal Systems', 46th Workshop on Geothermal Reservoir Engineering, Feb 2021
  		• 'Selection of Working Fluids for Low Enthalpy Geothermal Organic Rankine Cycles', 45th Stanford Geothermal Workshop, Feb 2020
  		• 'A Novel Approach for Downhole Power Generation in Geothermal Wells Using Thermoelectric Generator', 45th Stanford Geothermal Workshop, Feb 2020
  		• 'Recurrent Neural Network Approach to Automated Essay Scoring', 10th Annual International Conference on Computer Science Education: Innovation and Technology, Aug 2019
  		• 'Minimal communication and Interactive Device for Disabled People', 10th Annual International Conference on Computer Science Education: Innovation and Technology, Aug 2019
  		• 'Implementation Of Automated Essay Scoring Using LSTM', 10th Annual International Conference on Computer Science Education: Innovation and Technology, Aug 2019
  		• 'Groundwater hot-springs analysis of Bakreshwar and Tantaloi geothermal fields for its industrial application', Twelve International Conference on Thermal Engineering: Theory and ApplicationsFebruary 23-26, 2019, Gandhinagar,India, May 2019
  		• 'Identifying Casing While Drilling (CwD) Potential in Geothermal Scenario Along with Economics', 44th Stanford Geothermal Workshop , Feb 2019
  		• 'Dual String Drilling: A Novel Approach towards the Geothermal Well Application', 44th Workshop on Geothermal Reservoir Engineering Stanford University, Feb 2019
  		• 'COMPREHENSIVE STUDY ON HYBRID GEOTHERMAL-SOLAR COOLING SYSTEMS WITH SPECIAL FOCUS ON GUJARAT, WESTERN INDIA', 43rd Stanford Geothermal Workshop, Feb 2018
  		• 'ASMITAS: A Case Study for Source Switching to Increase Coverage of Safer Drinking Water Access', National Symposium on Environment (NSE-20), Dec 2018
  		• 'Utilization of Abandoned Coal Mines as a Low Enthalpy Geothermal Resource and Subsequent Energy Exploitation', 42nd Stanford Geothermal Conference, Feb 2017
  		• 'Space Heating and Cooling Application Based on Low Enthalpy Geothermal Reservoirs with a Focus on Indian Subcontinent', 42nd Stanford Geothermal Conference, Feb 2017
  		• 'Geochemical Analysis for Understanding Prospectivity of Low Enthalpy Geothermal Reservoirs of Dholera', 42nd Stanford Geothermal Conference, Feb 2017
    Papers presented in Conferences, Seminars, Workshops, Symposia
  		• 'Groundwater quality assessment for drinking purposes: A comparative study of Bharuch and Dang districts in Gujarat, India ', Advances in Water Treatment and Management” (ICAWTM-25), mar 2025
  		• 'Performance Analysis of Geothermal Integrated Triple Effect Evaporator (TEE) Desalination System', ICUE 2024 on Energy Transition and Net-Zero Climate Future , Oct 2024
  		• 'A systematic Study of Geothermal Solar Hybrid Single Effect Evaporator for Desalination System', 3 rd International Conference on Recent Advances in Materials & Manufacturing Technologies, Nov 2023
  		• 'COMPARATIVE ANALYSIS OF MACHINE LEARNING CLASSIFICATION TECHNIQUES FOR FORECASTING THE PM 2.5 CATEGORY', 8th Indian International Conference on Air Quality Management, Dec 2023
  		• 'A Statistical Analysis of PM2.5 Pollutant in Different Areas of Gandhinagar and Ahmedabad, Gujarat, India: Trends, Violations, and Seasonal Variations', International Conference on Pollution Control for Clean Environment (ICPCCE-2023), Dec 2023
  		• 'Mediating Impact of Financial Literacy on the Relationship between Big Five Personality Traits and Investment Decision Behaviour: Evidences from India', International Conference on Energy and Infrastructure Management, jul 2022
  		• 'A Review on Various Mathematics Techniques for Groundwater Quality Analysis and Assessment', 1st International Conference on Advances in Wat Treatment and Management (ICAWTM-22), sep 2022