Journal Publications
Conference Publications
Research Projects
PhD Research Supervised
Awards & Honours
Fractional Calculus, Machine Learning, Computational statistics.
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.
Academic Year | Level | Name | Link |
---|---|---|---|
2020-2021 | UG | AIforYOUTH | https://irea.teachable.com/courses/artificial-intelligence/lectures/30992487 |
Level | Area of Assignment | Organization | Designation/Assignment | Duration |
---|---|---|---|---|
National | Academic Work | Indian Institute of Information Technology Kota | Visiting faculty | [12 Aug 2021 - 12 Dec 2022] |
Level | Type | Organization | Department Involved | Month-Year |
---|---|---|---|---|
National | Research | Rajasthan Grameen Vikas Parishad | Government of Rajasthan | Jun-2022 |
Level | Type | Collaborator | Organization | Year |
---|---|---|---|---|
International | Project: | Prof. Vladan Devedzic | Department of Software Engineering, University of Belgrade, Serbia | 2022 |
International | Publication: | Prof. Azizur Rahman | School of Computing, Mathematics and Engineering, Charles Sturt University, Australia | 2021 |
Title | Total Outlay (In Lacs) |
Year | Funding Agency | Role |
---|---|---|---|---|
Mathematical modelling for optimal control strategies against mosquito-borne infection based on fractional Calculus | 6.60 | 2024-2027 | DST-SERB (MATRICS) | PI |
Mathematical modelling to examine the effect of various verticals on the operations of Self Help Groups in Rajasthan | 31.34 | 2024-2026 | Ministry of Rural Development, NRLM | PI |
ICESat-2 based Ground photons retrieval in urban areas by using deep learning algorithm | 14.90 | 2023-2025 | ISRO-RACS | PI |
Artificial intelligence (AI)-based model to assist radiologists in silicosis screening using chest X-rays | 9.40 | 2022-2024 | Directorate of Specially Abled Persons, Government of Rajasthan | PI |
Artificial Intelligence model for screening and staging pneumoconiosis using chest X-rays | 1.50 | 2022-2022 | SERB VRITIKA | PI |
Title | Total Outlay (In Lacs) |
Year | Funding Agency |
---|---|---|---|
Teachers enrichment program on complex analysis and geometry | 2.69 | 2022-2022 | National centre for Mathematics |
SNo. | Type | Title | Event | Place | Schedule |
---|---|---|---|---|---|
1 | Talk | Data science: transforming industries with data-driven decisions | Mathelogics Edition 3: A Mathematics Symposium | Neerja Modi School, Jaipur | Jul-2024 |
2 | Talk | Integrated learning and Multidisciplinary Projects | In-service Training Course for Post Graduate Teacher (Mathematics) | Kendriya Vidyalaya Jaipur | Jun-2024 |
3 | Talk | DATA SCIENCE AND ITS APPLICATIONS IN REAL WORLD | Invited talk | S.S. Jain Subodh College | Apr-2024 |
4 | Keynote | Math: a language for understanding the world | Mathelogics: a mathematics symposium | Neerja Modi School Jaipur | Jul-2023 |
5 | Talk | Mathematical Formulations of Recurrent Neural Networks | SERB KARYASHALA Workshop on "Understanding Machines: Explainable AI | Central University of Science and Technology, Kochi | Jan-2023 |
6 | Keynote | Applications of Intelligent optimization techniques in sustainability | 18th International symposium on sustainable buisness management and didgital transformation: challenges and opportunities in post COVID era | Belgrade, Serbia | Jun-2022 |
7 | Talk | Applications of Lagranges Multipliers in Support Vector Machine | EICTE Academy sponsored online Faculty Development Programme on "Numerical & engineering computation, optimization using open-source- SCILAB | Online | Mar-2022 |
8 | Talk | Introduction to Deep learning technique: Long-Short Term Memory | AICTE- ISTE one week online refresher program on Applications of Artificial Intelligence Using Machine Learning & Deep Learning | Poornima engineering college Jaipur | Dec-2021 |
9 | Talk | Computational statistics for data analysis: an overview | Lecture series organised for Ph. D. scholars in the S.P.I.T. research Center. | SPIT Mumbai (online) | Sep-2021 |
10 | Talk | Mathematical formulation of Support Vector Machine (SVM) | FDP | Bharati Vidyapeeths college of Engineering, New Delhi (online) | Jul-2021 |
11 | Talk | Machine learning algorithms for data science: Support vector machines | AICTE sponsored ATAL Faculty Development Programme on Applications of Machine learning and Artificial Intelligence | SKIT Jaipur (online) | Jan-2021 |
12 | Talk | Applications of Fractional calculus in Image Processing | Lecture series on Applied Mathematics | Government Lohia college Churu | Dec-2019 |
S.No. | Category | Name of Activity | Organization | Place | Position | Schedule |
---|---|---|---|---|---|---|
1 | International | International Conference on Intelligent Cyber-Physical systems (ICPS-2021) June 24-26, 202 | Indian Institute of Information Technology kota | IIIT Kota, MNIT Jaipur campus | organising secretary | Jun-2021 |