मालवीय राष्ट्रीय प्रौद्योगिकी संस्थान जयपुर (राष्ट्रीय महत्व का संस्थान)
Malaviya National Institute of Technology Jaipur (An Institute of National Importance)
Department of Mathematics
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20

Journal Publications

11

Conference Publications

5

Research Projects

4

PhD Research Supervised

3

Awards & Honours

Qualifications
  • Ph.D.(Applied Mathematics) from MNIT Jaipur(2017)
    M.Sc.(Mathematics) from Bangalore University(2012)
    B.Sc.(PCM) from Bangalore University(2010)
Research Interests

Fractional Calculus, Machine Learning, Computational statistics.

Brief Research Profile

Dr. Priyanka Harjule is currently a faculty member in the Department of Mathematics at Malaviya National Institute of Technology (MNIT) Jaipur, India. Her research interests lie at the intersection of Applied Mathematics, Machine Learning, Optimization, and Fractional Calculus. She has authored over 30 research publications in reputed journals and international conferences. Dr. Harjule's recent research includes the design of fractional optimizers for deep neural networks and development of fractional derivative-based filters for texture enhancement in medical imaging . Prior to joining MNIT, she served as Assistant Professor at the Indian Institute of Information Technology (IIIT) Kota, where she also founded and coordinated the e-Learning and Data Analytics Lab (e-LDA). Dr. Harjule has been actively involved in national and international research collaborations, and has participated in several government-sponsored research projects. Her contributions span both theoretical and applied aspects of mathematical modelling and computation, with a strong emphasis on interdisciplinary applications in engineering and healthcare.

Professional Background
  • Assistant Professor at MNIT Jaipur [16 July 2021 - Present].
    Assistant Professor at IIIT Kota [16 May 2019 - 16 July 2021].

  • Advanced Engineering Mathematics
  • Computational statistics for data science
  • Engineering Mathematics - I
  • Engineering Mathematics-II
  • Fractional Differential Equations
  • Multivariable calculus
  • Operations Research

Academic Year Level Name Link
2020-2021UGAIforYOUTHhttps://irea.teachable.com/courses/artificial-intelligence/lectures/30992487

    2025
  • Priyanka Harjule , Rinki Sharma and Rajesh Kumar, "Fractional-order gradient approach for optimizing neural networks: A theoretical and empirical analysis" , Chaos, Solitons and Fractals (Elsevier) Volume :192 / / 2025 DOI: https://doi.org/10.1016/j.chaos.2025.116009
    • 2024
  • Rinki Sharma and Priyanka Harjule, "Modified Gradient Descent Approach Involving Caputo Fractional Derivative with Metaheuristic Optimizer" , Journal of Vibration Testing and System Dynamics (L&H Scientific Publishing) Volume :8 / / 2024 DOI: DOI-10.5890-JVTSD.2024.12.006.aspx
  • Harshit and Priyanka Harjule, "Mathematical Modelling and Analysis of Dengue Transmission Dynamics" , Procedia Computer Science (Elsevier) Volume :235 / / 2024 DOI: https://doi.org/10.1016/j.procs.2024.04.053
  • Faisel Mushtaq , Saunak Bhattacharjee , Sandeep Mandia , Kuldeep Singh , Satyendra Singh Chouhan, Rajesh Kumar, Priyanka Harjule, "Artificial intelligence for computer aided detection of pneumoconiosis: A succinct review since 1974" , Engineering Applications of Artificial Intelligence (Elsevier) Volume :133 / / 2024 DOI: https://doi.org/10.1016/j.engappai.2024.108516
  • Srivastava, H.M., Bansal, M.K. and Harjule, Priyanka, "A Class of Fractional Integral Operators Involving a Certain General Multiindex Mittag-Leffler Function" , Ukrainian Mathematical Journal (Springer nature) Volume :75 / / 2024 DOI: https://doi.org/10.1007/s11253-023-02259-7
    • 2023
  • M.K. Bansal, Priyanka Harjule and Devendra Kumar, "Fractional Differential Equations associatedwith M-S-M fractional integral operator in Fp,μspace" , Thai Journal of mathematics (Chiang Mai University) Volume :20(4) / -- / 2023 DOI: --
  • Priyanka Harjule, Mohd. Tokir Manva, Tanuj Mehta, Shivam Gurjar and Basant Agarwal, "Analysing Misinformation Sharing Amongst College Students in India During COVID-19 India During COVID-19" , Procedia computer science (Elsevier) Volume :218 / / 2023 DOI: 10.1016/j.procs.2023.01.048
    • 2022
  • Basant Agarwal, Ajay Agarwal, Priyanka Harjule and Azizur Rahman, "Understanding the intent behind sharing misinformation on social media" , Journal of Experimental & Theoretical Artificial Intelligence (Taylor & Francis) Volume :35 / / 2022 DOI: https://doi.org/10.1080/0952813X.2021.1960637
  • Priyanka Harjule, Manva Mohd Tokir, Tanuj Mehta, Shivam Gurjar, Anupam Kumar, Basant Agarwal, "Texture Enhancement of Medical Images for Efficient Disease Diagnosis with Optimized Fractional Derivative Masks" , Journal of Computational Biology (Mary Ann Liebert Inc publishers) Volume :22 / / 2022 DOI: 10.1089/cmb.2021.0267
  • Priyanka Harjule, Ramesh Chandra Poonia, Basant Agrawal, et. al, "An Effective Strategy and Mathematical Model to Predict the Sustainable Evolution of the Impact of the Pandemic Lockdown" , Healthcare (MDPI) Volume :10(5) / 1-1 / 2022 DOI: https://doi.org/10.3390%2Fhealthcare10050759
  • Priyanka Harjule, Manish Kumar Bansal, Serkan Arac, "AN INVESTIGATION OF INCOMPLETE H-FUNCTIONS ASSOCIATED WITH SOME FRACTIONAL INTEGRAL OPERATORS" , Filomat ( Faculty of Sciences and Mathematics University of Nis) Volume :36(8) / / 2022 DOI: https://journal.pmf.ni.ac.rs/filomat/index.php/filomat/article/view/13514
    • 2021
  • Basant Agarwal, Priyanka Harjule, Lakshit Chauhan, Upkar Saraswat, Parth Agarwal, "Prediction of dogecoin price using deep learning and social media trends" , EaI Endorsed Transactions on Industrial Networks and Intelligent Systems (EAI) Volume :-- / -- / 2021 DOI: https://dx.doi.org/10.4108/eai.29-9-2021.171188.
  • Priyanka Harjule, Vinita Tiwari and Anupam Kumar, "Mathematical models to predict COVID-19outbreak: An Interim Review" , Journal of Interdisciplinary Mathematics (Taylor & Francis) Volume :0.1080/097 / / 2021 DOI: 10.1080/09720502.2020.1848316
  • Priyanka Harjule, Azizur Rahman Basant Agarwal, "A cross- sectional study of anxiety, stress, perception and mental health towards online learning of school children in India during COVID-19" , Journal ofInterdisciplinary Mathematics (Taylor & Francis) Volume :0.1080/097 / / 2021 DOI: 10.1080/09720502.2021.1889780
    • 2020
  • Priyanka Harjule and M. K. Bansal, "Fractional order models for viscoelasticity in lung tissues withpower, exponential and Mittag-Leffler memories" , International Journal of Applied and Computational Mathe-matics (Springer ) Volume :6(4) / / 2020 DOI: 10.1007/s40819-020-00872-9
  • M.K. Bansal, Devendra Kumar and Priyanka Harjule, "Fractional Kinetic Equations involving theincomplete Ifunctions" , Fractal and Fractional (MDPI AG) Volume :4(19) / / 2020 DOI: https://doi.org/10.3390/fractalfract4020019
    • 2019
  • Manish Kumar Bansal, Priyanka Harjule, Junesang Choi, Shahid Mubeen and Devendra Kumar, "Certain formulas involving a multi-index Mittag-Leffler function" , East Asian Mathematical Journal (The Youngnam Mathematical Society) Volume :35(1) / / 2019 DOI: https://doi.org/10.7858/eamj.2019.004
    • 2018
  • H.M. Srivastava, Manish Bansal and Priyanka Harjule, "A study of fractional integral operators involving a certain generalized multi-index Mittag-Leffler function" , Mathematical Methods in the Applied Sciences (John Wiley and Sons Ltd) Volume :41(16) / 6108-6121 / 2018 DOI: https://doi.org/10.1002/mma.5122
    • 2017
  • Priyanka Harjule and Rashmi Jain, "A general Volterra-type integral equation associated with an integral operator involving the product of general class of polynomials and multivarible H-function in the kernel" , Proceedings of the Jangjeon Mathematical Society (Janjeon Research institute of Mathematical sciences and Physics Korea) Volume :20(3) / / 2017 DOI: https://www.dbpia.co.kr/Journal/articleDetail?nodeId=NODE10766577
    • 2015
  • H. M. Srivastava, Priyanka Harjule and Rashmi Jain, "A General Fractional Differential Equation Associated with an Integral Operator with the H-Function in the Kernel" , Russian Journal of Mathematical Physics (Pleiades Publishing) Volume :22(1) / 112-126 / 2015 DOI: https://doi.org/10.1134/S1061920815010124

    2023
  • Sharma, G.K., Harjule, P., Agarwal, B., Kumar, R., "Silicosis Detection Using Extended Transfer Learning Model" , 6th International Conference on Recent Trends in Image Processing and Pattern Recognition by :Springer at University of Derby, UK / / 2023
  • Pooja, Harjule, P., Agarwal, B. and Nayak, S., "Impact of Issued Loans on the Income of Self-Help Group Women in Rajasthan" , 8th Edition ICT4SD International ICT Summit and Awards by :Springer at Vivanta by Taj, Goa / / 2023
  • G. K. Sharma, P. Harjule, T. Sadhwani, B. Agarwal and R. Kumar, "Sequential Transfer Learning Models With Additional Layers for Pneumonia Diagnosis" , 2023 International Conference on Computer, Electronics and Electrical Engineering and Their Applications by :IEEE at Srinagar Garhwal, India / / 2023
  • Mukesh Delu and Priyanka Harjule, "Modified Fractional Edge Detection Masks Based on Compass Gradient for Retinopathy Screening" , International Conference on Engineering and Emerging Technologies ICEET by :IEEE at Istanbul, Turkey / / 2023
  • Tushar Sadhwani, Himanshu Pareek, Priyanka Harjule, SS Rao, Basant Agarwal, "Noise Filtering Algorithm Based on Machine Learning for Identification of Ground Hitting Photons in Jaipur City" , International Conference on Advances in Data-Driven Computing and Intelligent Systems by :Springer Nature Singapore at BITS Pilani / / 2023
    • 2022
  • Ajay Agarwal, Basant Agarwal, Priyanka Harjule, "Understanding the Role of Feature Engineering in Fake News Detection" , Soft Computing: Theories and Applications: Proceedings of SoCTA 2021 by :Springer Nature Singapore at IIIT Kota / / 2022
    • 2021
  • Priyanka Harjule,Basant Agarwal, Ashish Burdak,Satvik Gupta,Saurav Singh and Shivdeep Singh, "Forecasting and Seasonal Analysis of Air Quality Index Using Machine Learning Models During COVID-19 Pandemic" , 4th International Conference on Computer Networks, Big Data and IoT (ICCBI 2021) by :Springer at Tamilnadu / / 2021
  • Agarwal, A., Agarwal, B., Harjule, P., "Understanding the Role of Feature Engineering in Fake News Detection" , 6th International Conference on Soft Computing Theories and Applications (SoCTA-21), by :Springer at IIIT Kota / / 2021
    • 2020
  • Priyanka Harjule, Akshat Sharma, Sachin Chauhan and Shashank Joshi, "Reliability of News" , 3rd International Conference on Emerging Technologies in Computer Engineering: Machine Learning and Internet of Things (ICETCE-2020) by :IEEE at Jaipur / / 2020
  • Priyanka Harjule, Astha Gurjar, Harshita Seth and Priya Thakur, "Text Classification on Twitter Data" , 3rd International Conference on Emerging Technologies in Computer Engineering: Machine Learning and Internet of Things (ICETCE-2020) by :IEEE at Jaipur / / 2020
    • 2017
  • P. Agarwal and Priyanka Harjule, "Certain Composition Formulae for the Fractional Integral Operators" , Functional Analysis in Interdisciplinary Applications, FAIA2017 by :AIP at Astana, Kazakhstan / / 2017

  • Reference Book, "Computational Statistical Methodologies and Modeling for Artificial Intelligence" ISBN:9781032170800 published by - Routledge Taylor and Francis Year: 2023 authors- Priyanka Harjule, Azizur Rahman, Basant Agarwal and Vinita Tiwari

  • Book Chapter, "The COVID-19 out-break: Social media sentiment analysis of public reactions with multi-dimensional perspective" ISBN:9780128245576 published by - Elsevier Year: 2020 authors- Basant Agarwal, Vaishnavi Sharma, Priyanka Harjule, Vinita Tiwari, Ashish Sharma
  • Book Chapter, "Mental health analysis of students in major cities of India during COVID-19" ISBN:978-981-334-236-1 published by - Springer, Singapore Year: 2021 authors- Ashi Agarwal, Basant Agarwal, Priyanka Harjule, Ajay Agarwal
  • Book Chapter, "Anal-ysis of Land Use/Land Cover Built-Up and Non Built-Up Areas Pixel -based Classification using GoogleEarth Engine in an Urban Region, Delhi, India”, Book Chapter in the book titled" ISBN:9781032001128 published by - Taylor & Francis Year: 2021 authors- Apurv Jain, Meet Jain, Rahul Ashok Verma, Anupam Kumar, Basant Agarwal and Priyanka Harjule
  • Book Chapter, "Understanding the Role of Feature Engineering in Fake News Detection." ISBN:978-981-19-0706-7 published by - Springer, Singapore Year: 2022 authors- Agarwal, A., Agarwal, B., Harjule, P.

Level Area of Assignment Organization Designation/Assignment Duration
NationalAcademic WorkIndian Institute of Information Technology KotaVisiting faculty[12 Aug 2021 - 12 Dec 2022]

Level Type Organization Department Involved Month-Year
NationalResearchRajasthan Grameen Vikas ParishadGovernment of RajasthanJun-2022

Level Type Collaborator Organization Year
InternationalProject: Prof. Vladan DevedzicDepartment of Software Engineering, University of Belgrade, Serbia2022
InternationalPublication: Prof. Azizur RahmanSchool of Computing, Mathematics and Engineering, Charles Sturt University, Australia2021

  • National level Short Term Course on DATA DRIVEN ANALYTICS WITH MACHINE LEARNING at MNIT , Jaipur, ndia from 12-06-2023 to 16-06-2023
  • International level Workshop on Teacher Enrichment Workshop on Complex Analysis and Geometry at MNIT , Jaipur, India from 12-12-2022 to 17-12-2022
  • National level Workshop on Computational Mathematics using MATLAB at MNIT , Jaipur, India from 03-11-2022 to 04-11-2022
  • National level Short Term Course on Short term course on Machine Learning for non coders at MNIT , Jaipur, India from 04-07-2022 to 08-07-2022
  • National level Workshop on Mental health and emotional wellbeing at MNIT and IIIT Kota, Jaipur, India from 14-09-2020 to 18-09-2020

  • Lifetime member of SSFA(Lucknow)

    Ongoing
  • Pooja on Computational statistics Year - 2023
  • Harshit on Mathematical modelling of Dengue Transmission: Deterministic and Fractional Calculus Approach Year - 2022
  • Mukesh Delu on Retinal Vasculature Analysis with Fractional order kernels: Techniques and applications Year - 2022
  • Rinky Sharma on Optimization of Neural Networks based on Fractional derivatives Year - 2021

    2023-2024
  • Ishana Dhingra on Support Vector Machine Year - 2023-2024 (Completed)
  • Urvashi Garg on Image classification using Bayes classifier Year - 2023-2024 (Completed)
  • Mansi Malhan on Hidden Marko Model Year - 2023-2024 (Completed)
    • 2022-2023
  • Chanchal Goyal on Application of Linear Algebra in Dimensionality Reduction Year - 2022-2023 (Ongoing)
  • Dharmendra Dudi on Large-Sample Inference for Generalized Linear Models Year - 2022-2023 (Ongoing)
  • Rishabh Shukla on Applications of Differential forms to Topology Year - 2022-2023 (Ongoing)
    • 2021-2022
  • Deepika Gupta on Optimized fractional derivative model to determine disease equilibrium and stability analysis for dengue Year - 2021-2022 (Completed)
  • Harshit on Study of computational stochastic and deterministic methods:Case study for second wave of COVID-19 in India Year - 2021-2022 (Completed)
  • Anubhuti Mittal on Application of stochastic continuous time Markov Branching Process to simulate the spread of COVID-19 in India Year - 2021-2022 (Completed)

Title Total Outlay
(In Lacs)		 Year Funding Agency Role
Mathematical modelling for optimal control strategies against mosquito-borne infection based on fractional Calculus6.602024-2027DST-SERB (MATRICS)PI
Mathematical modelling to examine the effect of various verticals on the operations of Self Help Groups in Rajasthan 31.342024-2026Ministry of Rural Development, NRLMPI
ICESat-2 based Ground photons retrieval in urban areas by using deep learning algorithm14.902023-2025ISRO-RACSPI
Artificial intelligence (AI)-based model to assist radiologists in silicosis screening using chest X-rays 9.402022-2024Directorate of Specially Abled Persons, Government of RajasthanPI
Artificial Intelligence model for screening and staging pneumoconiosis using chest X-rays1.502022-2022SERB VRITIKAPI

Title Total Outlay
(In Lacs)		 Year Funding Agency
Teachers enrichment program on complex analysis and geometry2.692022-2022National centre for Mathematics

  • Member, Continuing and Digital Education Centre (CDEC) in MNIT from - 13-10-2022 to Till Date
  • Faculty placement coordinator in MNIT from - 06-10-2022 to 16-07-2024
  • Member, Institute Newsletter editorial team in MNIT from - 12-09-2022 to 16-07-2024
  • Member, NIRF Core committee in MNIT from - 29-07-2022 to 16-07-2024
  • Member, Rajbhasha committee in MNIT from - 17-12-2021 to 16-07-2024
  • coordinator, Centre for e-learning in MNIT from - 19-08-2021 to 17-07-2022

  • "A method for detecting fake news using grammatic transformation on neural network computer readable medium", Rajender kumar Subhash chand goel Basant Agarwal Priyanka Harjule Sonal Kanungo , Reg.No. 2020103810 [Australian government IP Australia] Awarded Dt.01-12-2020

  • Teaching Excellence Award for given by Central University of Rajasthan Year - 2023
  • Appreciation certificate for Womens day (Women in science) given by Department of Science and Technology(DST), Government of Rajasthan Year - 2022
  • Merit scholarship for BSc Mathematics (graduation) given by Education scholarship scheme for Army Personnel Year - 2010

SNo. Type Title Event Place Schedule
1TalkData science: transforming industries with data-driven decisionsMathelogics Edition 3: A Mathematics SymposiumNeerja Modi School, JaipurJul-2024
2TalkIntegrated learning and Multidisciplinary Projects In-service Training Course for Post Graduate Teacher (Mathematics) Kendriya Vidyalaya JaipurJun-2024
3TalkDATA SCIENCE AND ITS APPLICATIONS IN REAL WORLDInvited talkS.S. Jain Subodh CollegeApr-2024
4KeynoteMath: a language for understanding the worldMathelogics: a mathematics symposiumNeerja Modi School JaipurJul-2023
5TalkMathematical Formulations of Recurrent Neural NetworksSERB KARYASHALA Workshop on "Understanding Machines: Explainable AICentral University of Science and Technology, KochiJan-2023
6KeynoteApplications of Intelligent optimization techniques in sustainability18th International symposium on sustainable buisness management and didgital transformation: challenges and opportunities in post COVID eraBelgrade, SerbiaJun-2022
7TalkApplications of Lagranges Multipliers in Support Vector MachineEICTE Academy sponsored online Faculty Development Programme on "Numerical & engineering computation, optimization using open-source- SCILABOnlineMar-2022
8TalkIntroduction to Deep learning technique: Long-Short Term MemoryAICTE- ISTE one week online refresher program on Applications of Artificial Intelligence Using Machine Learning & Deep LearningPoornima engineering college Jaipur Dec-2021
9TalkComputational statistics for data analysis: an overviewLecture series organised for Ph. D. scholars in the S.P.I.T. research Center.SPIT Mumbai (online)Sep-2021
10TalkMathematical formulation of Support Vector Machine (SVM)FDPBharati Vidyapeeths college of Engineering, New Delhi (online)Jul-2021
11TalkMachine learning algorithms for data science: Support vector machinesAICTE sponsored ATAL Faculty Development Programme on Applications of Machine learning and Artificial IntelligenceSKIT Jaipur (online)Jan-2021
12TalkApplications of Fractional calculus in Image ProcessingLecture series on Applied MathematicsGovernment Lohia college ChuruDec-2019

S.No. Category Name of Activity Organization Place Position Schedule
1InternationalInternational Conference on Intelligent Cyber-Physical systems (ICPS-2021) June 24-26, 202Indian Institute of Information Technology kotaIIIT Kota, MNIT Jaipur campusorganising secretaryJun-2021