International Journals:

• 1. Phatak, T. S., Nair, J., Prasanna Ram. S., Roy, B. J., “Evaluation of Neutron Cross-Section Data Using Gaussian Mixture Model and Digital Filter”, Nuclear Science and Engineering, 198(8), 1583–1606 (2023), https://doi.org/10.1080/00295639.2023.2259748.
  2. Sangeetha Prasanna Ram, Jayalekshmi Nair, Vivek Singh, Dhanamma Jagli, S Ganesan, and S. V. Suryanarayana, “Application of Machine Learning algorithms for experimental data processing and estimation of 96Mo (n, p)96Nb reaction cross section”, EPJ Web of Conferences, 284, 16005 (2023), https://doi.org/10.1051/epjconf/202328416005.
  3. Phatak, Tejashree S., Nair, Jayalekshmi, Ram, Sangeetha Prasanna, Roy, B.J., and Mohanto, G., “Regression analysis of experimental reaction cross-section data of 241Am (n, 2n)240Am,” EPJ Web of Conferences, 284, 14016 (2023), https://doi.org/10.1051/epjconf/202328414016.
  4. Sangeetha Prasanna Ram, Jayalekshmi Nair, Suryanarayana V S, S Ganesan, “Application of Kalman filtering technique for evaluation of neutron cross section data of 100Mo (n, 2n) 99Mo reaction”, Nuclear Instruments and Methods of Physics Research Section A (NIM-A), Article No. 165850, Volume 1020, December 2021. https://doi.org/10.1016/j.nima.2021.165850.
  5. Sangeetha Prasanna Ram, Jayalekshmi Nair, Suryanarayana V S, Laxman S Danu, S Ganesan, “Error Propagation using Extended Unscented Transformation Technique in Micro-correlation method for covariance analysis of efficiency of a HPGe detector”, Nuclear Instruments and Methods of Physics Research Section A (NIM-A), Article No. 163057, Volume 953, February 2020. https://doi.org/10.1016/j.nima.2019.163057.
  6. Sangeetha Prasanna Ram, Jayalekshmi Nair, Suryanarayana V S et al., “Measurement and covariance analysis of 100Mo (n, 2n) 99Mo and 96Mo (n, p) 96Nb reaction cross sections at the incident neutron energy of 14.54 MeV”, Journal of Radioanalytical and Nuclear Chemistry (JRNC), Pages. 831-840, Volume No. 325, May 2020. https://doi.org/10.1007/s10967-020-07213-6.
  7. Sangeetha Prasanna Ram, Jayalekshmi Nair, Suryanarayana V S et al., “Measurement of 100Mo (n, 2n) 99Mo reaction cross section and covariance analysis using extended unscented transformation technique at the incident neutron energy of 13.9 MeV”, Indian Journal of Pure & Applied Physics (IJPAP), Pages 351-357, Vol. 58(05), May 2020. http://nopr.niscair.res.in/handle/123456789/54754.
  8. Imran Pasha, Rudraswamy Basavanna, Saraswatula Venkata Suryanarayana, Haladhara Naik, Sangeetha Prasanna Ram, Laxman Singh Danu, Tarun Patel, Saroj Bishnoi, Manjunatha Prasad Karantha, “Measurement of neutron induced reaction cross sections of palladium isotopes at the neutron energy of 14.54 ± 0.24 MeV with covariance analysis”, Journal of Radioanalytical and Nuclear Chemistry (JRNC), Pages. 175-182, Volume No. 325, May 2020. https://doi.org/10.1007/s10967-020-07218-1.
  9. Pradnya Jambhekar, Sangeetha Prasanna Ram, "EOG based Study of Eye Movements and its Application in Drowsiness Detection", International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering, Vol.6, Issue 3, March 2017, ISSN (Print): 2320 – 3765. 
  10. Rashmi Patankar, Sangeetha Prasanna Ram, Dr. J. M. Nair, "Analysis of characteristic of neutron shield materials and their effect in reducing the dose amount of different human tissues by simulation using Geant4 ", IEEE International Conference on Innovation, Information in Computing technologies, Feb 22-23, 2018, ISBN No. 978-1-5386-4778-3.
  11. Kiran Jadhav, Sangeetha Prasanna Ram, "Biomechanical Analysis of Human Upper Limb", International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering Vol.6, Issue 1, March 2017, ISSN (Print): 2320 – 3765.
  12. Varghese, Sangeetha Prasanna Ram, "Automated Blood Cell Counting and Classification Using Image Processing" , International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering Vol.6, Issue 1, March 2017, ISSN (Print) : 2320 – 3765. 
  13. Harshavardhan Kandevekar, Sana Khan, Sangeetha Prasanna Ram, Jayalekshmi M. Nair, S. Ganesan "A Preliminary Examination of the Application of Unscented Transformation Technique to Error Propagation in Nonlinear Cases of Nuclear Data Science", NUCLEAR SCIENCE AND ENGINEERING, Volume 183, Pg.356–370, July 2016.
  14. Meenakshi Rane, Sangeetha Prasanna Ram, "Hardware Simulation of Speech Processor for Cochlear Implant", International Journal of engineering and research , Page No. 942-955, Volume 3, Issue 3, May-June 2015. 
  15. Sangeetha Prasanna Ram, Chaitali Desai,"Discrimination of Epileptic and Normal EEG Using Euclidean Distance Method", International Journal of Advanced Research in Electical, Electronics and Instrumentation Engineering Vol.4, Issue 6, August 2015, ISSN (Print): 2320 – 3765.​​​​​​International / National Conferences:
• 1) Phatak, T.S., Nair, J., Ram, S.P., Roy, B.J., Mohanto, G. (2023). Evaluation of Neutron Cross-Section Data of 241Am(n,2n)240Am Reaction Using Gaussian Process Concept. In: Kumar, S., Hiranwal, S., Purohit, S., Prasad, M. (eds) Proceedings of International Conference on Communication and Computational Technologies. ICCCT 2023. Algorithms for Intelligent Systems. Springer, Singapore. https://doi.org/10.1007/978-981-99-3485-0_49.
• 2)T. S. Phatak, J. Nair, S. P. Ram, B. J. Roy and G. Mohanto, "Non-Linear Unscented Transformation Techniques for Error Estimation of HPGe Detector Efficiency," 2022 5th International Conference on Advances in Science and Technology (ICAST), Mumbai, India, 2022, pp. 647-653, https://doi.org/10.1109/ICAST55766.2022.10039524.
• 3) Sangeetha Prasanna Ram, Jayalekshmi Nair, S Ganesan, “Application of Extension of Unscented transformation technique to the nonlinear case of error propagation “, 2020 Fourth International Conference on Inventive Systems and Control (ICISC), Coimbatore, India, 2020, pp. 311-315, https://doi.org/10.1109/ICISC47916.2020.9171144.
• 4) R. Anchan, A. Pillay, A. Kale, A. Bhadricha and S. P. Ram, “Optimal Bipolar Lead Placement in Electrooculography (EOG): A Comparative Study with an Emphasis on Prolonged Blinks,” 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2020, pp. 1-7, https://doi.org/10.1109/ICCCNT49239.2020.9225609.
• 5) Rashmi Patankar, Sangeetha Prasanna Ram, J. M. Nair, "Analysis of characteristic of neutron shield materials and their effect in reducing the dose amount of different human tissues by simulation using Geant4”, IEEE International Conference on Innovation, Information in Computing technologies, Feb 22-23 (2018), ISBN No. 978-1-5386-4778-3.
• 6) Dipesh Solanki, Sangeetha Prasanna Ram, J M Nair, S Ganesan, "A Case Study with 241Am (n, 2n) EXFOR data using Weighted Least Square Method", 2018 Fourth International Conference on Computing Communication Control and Automation (ICCUBEA)
• 7) Sangeetha Prasanna Ram, Dr. J. M. Nair, S. Ganesan, "A Stochastic Convergence Analysis of Random Number Generators as applied to Error Propagation using Monte Carlo method and Unscented Transformation Technique", IEEE International Conference - SPICES 2017, ISBN No. 978-1-5386-3864-4.
• 8) Sangeetha Prasanna Ram, "EEG Analyzer - Classifier based on Power Spectral Estimation and Neural Network", UGC approved “National Conference on Bioinformatics and Computational Biology” (NCBICB-11), Lachoo Memorial College of Science and Technology, Jodhpur, Sept 23-24 2011.
• 11) Sangeetha Prasanna Ram, "Development of Automatic Analysis of EEG signal using Spectral Response", International Conference on Communication, Computer & Instrumentation 2009, Proceeding, Page 419, Jan 2-3, 2009.

• Book Published in association with wiley Publications in 2016 on "Human Machine Interaction" with Dr. D R kalbande and Sridari Iyer


• Classification of Students in a Web based Learning Environment Digital Library URI: http://www.ijais.org/archives/volume6/number3/536-1029 ISBN: 978-93-65823-54-4


• International journal of computer applications: Paper in a special issue on “Robotics and Artificial Intelligence

1) Sonal Narvekar, Kadambari Sharma,"Precision Design and Fabrication of noise free high frequency Amplifier Board for Enhanced Signal Processing", ITM Web of Conference, Vol 57,EDP Sciences,2023, DOI: 10.1051/itmconf/20235702004

2) Sharma Ishaan, Kadambari Sharma , "Efficient and Accurate Optical signal Processing and Digitization system for High speed Data Acquisition and Analysis", ITM Web of Conference, Vol 57,EDP Sciences,2023, DOI: 10.1051/itmconf/20235702003

3) Kadambari Sharma,J,M,Nair,P.P.Vaidya, "A System Design Perspective for MEasurement of Parameters using different Scattering Associated with Fibre Optic Sensors",Chapter 52, Lecture notes in electrical Engineering Series by SPRINGER(LNEE vol 844) pp 793-813.

4)  Kadambari Sharma,J,M,Nair,P.P.Vaidya, "Design and Construction of analog signal Processing System for Distributed Fibre Optic Sensors", Lecture notes in electrical Engineering Series by SPRINGER(LNEE vol 881) pp 469-481.

5) Kadambari Sharma,J,M,Nair,P.P.Vaidya, " Electronic system for Optical Signal Processing and Amplification", International Journal of Advanced Research in electrical, Electronics and Instrumentation Engineering(IJAREEIE), Vol10,no 09, September 2021, pp 7167-7172

6) Kadambari Sharma,J,M,Nair,P.P.Vaidya, , "A research grade Computer Controlled Light Source", IEEE International Conference on smart City and Emerging Technologies ICSCET2018. Doi 10.1109/ICSCET.2018.8537239

7) Swapnil R Chilap, Kadambari Sharma, "Fiber Optic Sensor Technology for Non optical parameter measurement", International Journal of Engineering Research and General Science Vol3, issue 5. Sept-Oct 2015

, 

Tajuddin Shaikh, Kader Basha, Naresh P. Jawarkar, Vasif Ahmed, & Nadir Nizar Ali Charniya. "Inverse-Mel scale spectrograms for high-frequency feature extraction and audio anomaly detection in industrial machines." IAES International Journal of Artificial Intelligence (IJ-AI) [Online], 14.5 (2025): 3656-3666.
DOI: http://doi.org/10.11591/ijai.v14.i5.pp3656-3666

Kader B.T. Shaikh, Naresh P. Jawarkar, Vasif Ahmed, Nadir N. Charniya, Audio anomaly detection in industrial machines using inverse-Mel scale spectrograms, Systems and Soft Computing, Volume 7, 2025, 200398, ISSN 2772-9419, https://doi.org/10.1016/j.sasc.2025.200398.

Shaikh, K.B.T., Jawarkar, N.P., Ahmed, V. (2024). Sound Database of Industrial Machine for Audio Anomaly Detection. In: Pant, M., Deep, K., Nagar, A. (eds) Proceedings of the 12th International Conference on Soft Computing for Problem Solving. SocProS 2023. Lecture Notes in Networks and Systems, vol 995. Springer, Singapore. https://doi.org/10.1007/978-981-97-3292-0_48

Govilkar, G., Shaikh, K.B.T., Gopalkrishnan, N. (2024). Multi-environment Audio Dataset Using RPi-Based Sound Logger. In: Challa, R.K., et al. Artificial Intelligence of Things. ICAIoT 2023. Communications in Computer and Information Science, vol 1929. Springer, Cham. https://doi.org/10.1007/978-3-031-48774-3_6

K. B. T. Shaikh, N. P. Jawarkar and V. Ahmed, "Machine diagnosis using acoustic analysis: a review," 2021 IEEE Conference on Norbert Wiener in the 21st Century (21CW), 2021, pp. 1-6, doi: 10.1109/21CW48944.2021.9532537.
https://ieeexplore.ieee.org/document/9532537

K. B. T. Shaikh, "Smart sensor using function approximation," 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT), Bangalore, India, May 2017, pp. 1223-1226. doi: 10.1109/RTEICT.2017.8256793

Active contribution in state of the Art Process Instrumentation Laboratory Development Project @ VESIT Instrumentation Dept

1.Presented project " Low level signal Generator" at IEEE & IEEMA INTELECT conference and exposition ,Jan 2015 2. Paper titled "Digitally Controlled Low Amplitude Signal Generator" byMrs..Amudha Senthilkumar, Dr. P.P.Vaidya, Mr. N.Gopalkrishnan, at IEEE sponsporsed international conference for converges for Technology,pune

1)Presented a paper titled "Low cost High Performance Computer controlled system for Measurement of Ultracapacitor characteristics" by Mrs.Jayassre Ramakrishnan, Dr. P.P.Vaidya, Mr. N.Gopalkrishnan, Dr. (Mrs) J.M. Nair at International meeting on Energy Storage devices , IIT Roorkee on 10 December 2018

1)Presented a paper titled "Low cost High Performance Computer controlled system for Measurement of Ultracapacitor characteristics" by Mrs.Jayassre Ramakrishnan, Dr. P.P.Vaidya, Mr. N.Gopalkrishnan, Dr. (Mrs) J.M. Nair at International meeting on Energy Storage devices , IIT Roorkee on 10 December 2018. 2)"Measurement of Parameters of Ultracapacitor"- Mrs. Jayassre Ramakrishnan, Dr. P. P. Vaidya , Published in: 2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT) DOI: 10.1109/RTEICT.2017.8256915 3)"Digital Meter for Measuring Capacitance of an Ultra-capacitor" by Mrs. Jayassre Ramakrishnan, Dr. P.P. Vaidya published in International Journal of Engineering Research and General Science, Nepal,ISSN-20912730 Volume 4, Issue 1, January-February, 2016