Mukta Nivelkar
December 17, 2024 2025-01-08 5:13Mukta Nivelkar
Dr. Mukta Nivelkar
Ph.D. Programme in Computer Engineering and IT
Ph.D. Completion: October 28, 2024
Guide: Dr. Sunil Bhirud
Contact
Biography
MUKTA NIVELKAR studied the University of Mumbai in India, where she earned both a Bachelor of Engineering degree and a Master of Engineering degree with an emphasis on Information Technology. She received a PhD in computer engineering from Veermata Jijabai Technological Institute (VJTI) in Mumbai, India. As of the year 2007, she has been working as an Assistant Professor in the Department of Information Technology at the Fr. Conceicao Rodrigues Institute of Technology, which is located in Navi Mumbai, India. Artificial intelligence, machine learning, quantum computing, quantum machine learning, cloud physics, and droplet dynamics by quantum techniques are some of the areas of study that she is interested in. Her appears on a number of publications, book chapters and patents.
Academic Information (Degrees/Education)
Ph.D in Computer Engineering, VJTI Mumbai
ME in IT, Mumbai University
Area of Research
Quantum Computing, Quantum Machine Learning , Artificial Intelligence, Cloud physics Theory.
Research Interests
Applied Quantum Theories
Professional Affiliation
Assistant Professor, Fr. Conceicao Rodrigues Institute of Technology, Vashi, Navi Mumbai.
Professional Experience
Teaching Experience: 18 Years
Publications
| Sr. No. | Details of papers published | Journal/Status | Index | Year |
|---|---|---|---|---|
| 1 | M. Nivelkar, S. Bhirud, M. Singh, R. Ranjan and B. Kumar, “Quantum Computing to Study Cloud Turbulence Properties,” in IEEE Access, vol. 11, pp. 70679-70690, 2023, doi: 10.1109/ACCESS.2023.3289924. [Q1] | Published | Scopus SCI indexed | 2023 |
| 2 | M. Nivelkar, S. Bhirud, M. Singh, R. Ranjan and B. Kumar (2023), “Investigation and statistical analysis of cloud droplet dynamics using quantum computing.” Journal of Computer Science”, Science Publication. DOI: https://doi.org/10.3844/jcssp.2024.344.356 | Published | Scopus SCI indexed | 2023 |
| 3 | Nivelkar M., Bhirud S.G. (2023), “Investigation on the Significance of Incorporating Quantum Computing Technology into the Prevailing Curriculum” East African Scholars Journal of Engineering and Computer Sciences Volume-7-Issue-03 DOI: 10.36349/easjecs. 2024.v07i03.001 | Published | Scopus indexed | 2024 |
| Sr. No. | Details of papers published | Journal/Status | Index | Year |
|---|---|---|---|---|
| 1 | M. Nivelkar and S. G. Bhirud, “Optimized Machine Learning: Training and Classification Performance Using Quantum Computing,” 2021 IEEE 6th International Conference on Computing, Communication and Automation (ICCCA), 2021, pp. 8-13, doi: 0.1109/ICCCA52192.2021.9666429. | Published | Scopus indexed | 2021 |
| 2 | Mukta Nivelkar and S. G. Bhirud. “Modeling of Supervised Machine Learning using Mechanism of Quantum Computing.” Journal of Physics: Conference Series, Volume 2161, 1st International Conference on Artificial Intelligence, Computational Electronics and Communication System (AICECS 2021) 28-30 October 2021, Manipal, India. Citation 2022 J. Phys.: Conf. Ser. 2161 012023 doi:10.1088/1742-6596/2161/1/012023 [Q3] | Journal of conference series Published | Scopus indexed | 2021 |
| 3 | Nivelkar M., Bhirud S.G. (2022) Quantum Computing and Machine Learning: In Future to Dominate Classical Machine Learning Methods with Enhanced Feature Space for Better Accuracy on Results.” Lecture Notes in Networks and Systems, vol 301. Springer, Singapore. https://doi.org/10.1007/978-981-16-4863-2_13 | Published | Scopus indexed | 2022 |
| 4 | Nivelkar M., Bhirud S.G. (2022) Supervised Machine Learning Strategies for Investigation of Weird Pattern Formulation from Large Volume Data Using Quantum Computing. In: Bianchini M., Piuri V., Das S., Shaw R.N. (eds) Advanced Computing and Intelligent Technologies. Lecture Notes in Networks and Systems, vol 218. Springer, Singapore. https://doi.org/10.1007/978-981-16-2164-2_45 | Published | Scopus indexed | 2022 |
| Sr. No. | Details of Patents | Journal/Status | Index | Year |
|---|---|---|---|---|
| 1 | Patent Titled on “System and method for analysis of cloud droplet dynamics in high and low vorticity region using direct numeric simulation (DNS) data” Published on March 2023. | Granted in September 2023 | September 2023 |
| Sr. No. | Details of Papers Published | Book Name | Index | Year |
|---|---|---|---|---|
| 1 | Manuscript No: (2023/BP/2484G), entitled: The Utilization of Quantum Computing Methods for the Implementation of Supervised Machine Learning Frameworks.” DOI: 10.9734/bpi/taer/v2 | Theory and Application of Engineering Research vol2 | Google scholar | November 2023 |
| Sr. No. | Details of Papers Published | Journal/Status | Index | Year |
|---|---|---|---|---|
| 1 | Mukta Nivelkar, Sunil Bhirud, Bipin Kumar, & Rahul Ranjan. (2023). Direct Numeric Simulation dataset archives [Data set]. Zenodo. https://doi.org/10.5281/zenodo.8219000 | Dataset published | August Zenodo 2023 |
