Academic Staff member

Dr. E.J.K.P. Nandani

Senior Lecturer Grade II

B.Sc University of Ruhuna, Sri Lanka
M.Phil University of Ruhuna, Sri Lanka
Ph.D Wuhan Institute of Physics and Mathematics, University of Chinese Academy of Sciences, China.

nandani@maths.ruh.ac.lk
0412227018/14114

LinnkedIn ResearchGate Google Scholar

  • AMT111b Classsical Mechanics I   -       2019
  • AMT121b Classical Mechanics - II (Statics)   -       2019,  2020,  2021,  2023
  • AMT211b Classical Machanics III   -       2013,  2014
  • AMT212b Computational Mathematics   -       2020,  2021,  2022,  2023
  • amt312b Mathematical Modelling   -       2013,  2014,  2022
  • IMT111b Classical Mechanics-I   -       2019
  • IMT121b Classical Mechanics - II   -       2019,  2020,  2021,  2023
  • IMT1b2b Mathematical Computing   -       2014
  • IMT211b Classical Machanics III   -       2013,  2014
  • imt312b Mathematical Modelling   -       2014,  2022
  • imt321b Algebraic Data Encryption Methods   -       2013,  2019,  2020,  2021,  2022,  2023
  • MAT221b Number Theory   -       2013
  • MSF1212 Numerical Analysis I   -       2022,  2023,  2024
  • MSP311b Advanced Group Theory   -       2022,  2023
  • MSP3174 Topology   -       2019,  2020,  2021,  2022,  2023,  2024,  2024
  • MSP321a Advanced Group Theory   -       2024
  • Artificial Intelligence
  • Mathematical Physics
  • Random Matrix Theory
  • Applied Mathematics

    Journals

  • Forecasting Paddy Yield in Sri Lanka Using Back-propagation Learning in Artificial Neural Network Model, E.J.K.P. Nandani and T.T.S. Vidanapathirana, Journal of the University of Ruhuna, 2024,12 : 2
  • Momentum distribution and non-local higher-order correlation functions of 1D strongly interacting Bose gas, E.J.K.P. Nandani and X-W Guan, Chinese Physics B, 2018, 27:7
  • Higher-order local and non-local correlations for 1D strongly interacting Bose gas, E.J.K.P. Nandani, R.A. Romer, Shina Tan and X-W Guan, New Journal of Physics, 2016, 18:055014
  • Effect of External Factor on Share Price Forecasting E.J.K.P. Nandani, International Journal of Computer Science and Network, 2015, 4:4

    • Conference (Full)

  • Comprehensive Study for Diabetes Identification Ability of Various Optimizers in Deep Learning Neural Network, E.S.K Chandrasekara, W.K.T Kanchana and E.J.K.P Nandani, 5th SLAAI International Conference on Artificial Intelligence (SLAAI-ICAI), IEEE Xplore, DOI:10.1109/SLAAI-ICAI54477.2021.9664721

    • Conference (Abstracts)

  • Mathematical Model for forecasting sawn timber valuation: A case study of Jack tree in the State Timber Co-orporation, Sri Lanka, Shyamali A.D., Ediriwickramasuriya T.M., Madusanka K.Y.D., Mohideen M.F.M. and Nandani E.J.K.P., 29 th International Forestry and Environment Symposium at the University of Sri Jayewardenepura ,Sri Lanka, 2025
  • Ordinary Kriging model approach for analyzing Covid-19 positive spread in Sri Lanka, E.J.K.P. Nandani, B.K.V. Jayarathna and N.G.S.S. Nanayakkara, 12 th Ruhuna International Science & Technology Conference, Uni- versity of Ruhuna, Sri Lanka
  • Identify the necessity of conducting a PCR test for COVID-19 by Random Forest Model (Poster), Wickramasinghe W.T.C.M., Rajapaksha R.M.C.M., Ekanayaka K.R.T.A., Samarakkody H.R.S.D., Oshan P.M.C.R.and Nandani E.J.K.P., 10th Ruhuna International Science &Technology Conference,Sri Lanka.
  • Forecasting Gold Price in Sri Lanka Using ANN and KNN Approach, E.J.K.P. Nandani 18th Academic Session, University of Ruhuna, Sri Lanka, 2021
  • An Analysis of the Forecasting Ability of the Artificial Neural Network Model in Time Series Data: Based on Gold Price in Sri Lanka. I.G.I.S.C. Gunarathna, and Nandani EJKP. Ruhuna International Science &Technology Conference, 2020
  • The momentum distribution of one-dimensional strongly repulsive Bose gas at large momenta. E.J.K.P. Nandani and X-W Guan, Ruhuna International Science &Technology Conference, 2018
  • Comparison of ARIMA and Neural Network Models for S&P SL(20) Index E.J.K.P. Nandani, M.K. Mahinda, and J.R. Wedagedara, Ruhuna International Science & Technology Conference, Jan 2015
  • A Comparative study of the forecasting ability of Backpropagation Artificial Neural Network Models with Learning Rate Adaptation for Colombo Stock Market (Poster present) E.J.K.P. Nandani, J.R. Wedagedara, 8th Science Symposium of University of Ruhuna, 2011
  • Decision Support System for Bank Loan Classification Using Neural Networks J.R. Wedagedara, E.J.K.P. Nandani, 6th Science Symposium of University of Ruhuna ,2009.
  • President’s Awards for Scientific Publication 2016, National Research Council, Sri Lanka. 2018
  • CAS-TWAS President’s Fellowship Award 2014, The World Academy of Sciences (TWAS) and Chinese Academy of Sciences (CAS). 2014
  • Best oral presentation in Biomass and Sustainable Energy/ Wood Science and Wood Based Industries- ”Pre-harvesting Sawn Timber Valuation System by using Neural Networks”, at the 26th International Forestry and Environment Symposium- 2022, Organized by the Department of Forestry and Environmental Science, University of Sri Jayawardenepura. 2023
  • CAS-ANSO Fellowship Award 2024 off ered by Chinese Academy of Sciences (CAS) & Innovation Academy for Precision Measurement Science and Technology (APM), CAS for a scientific visit in Wuhan, China 2024
  • Student Counselor - Faculty of Science, University of Ruhuna - from 2018-12-19 to 2019-12-18
  • Student Counselor - Faculty of Science, University of Ruhuna - from 2019-12-19 to 2020-12-18
  • Student Counselor - Faculty of Science, University of Ruhuna - from 2021-06-01 to 2022-05-31
  • Mentor - Faculty of Science, University of Ruhuna, Sri Lanka. (2018/2019, 2019/2020,2020/2021, 2021/2022).
  • A Chief Examiner for the Combined Mathematics in G.C.E. (A/L) Examination, - Sri Lanka.
  • Senior secretary - Ruhuna University Mathematics and Statistics Society (RUMSS), Faculty of Science, University of Ruhuna.
  • Prospectus committee member - Faculty of Science, University of Ruhuna
  • Committee member - 8th Ruhuna International Science &Technology Conference (RISTCON) - 2021, Faculty of Science, University of Ruhuna, Sri Lanka.
  • Member of the SER writing and evidence collection for Programme Review - Faculty of Science of Science and University of Ruhuna-2020.
  • Visiting Lecturer - Department of Spatial Sciences, Faculty of Built Environment and Spatial Sciences, General Sir John Kotelawala Defence University-Southern Campus, Sri Lanka.
  • Visiting Lecturer - Department of Engineering Technology, Open University of Sri Lanka, Matara, Sri Lanka
  • Visiting Lecturer - Department of Mathematics & Computer Science, Faculty of Natural Sciences, Open University of Sri Lanka, Matara, Sri Lanka.
  • Reviewer - Ruhuna International Science and Technology Conference (RISTCON) - Faculty of Science, University of Ruhuna
  • Reviewer - e KDU International Research Conference
  • Reviewer - Ruhuna Journal of Science
  • Reviewer - 11th Applied Science, Business and Industrial Research Symposium (ASBIRES) 2019, Wayamba University, Sri Lanka.
  • Reviewer - e International Conference on Applied and Pure Sciences (ICAPS 2021), Faculty of Science, University of Kelaniya.
  • Reviewer - 6th SLAAI International Conference on Artificial Intelligence
  • Member - Sri Lanka Association for Artificial Intelligence (SLAAI).
  • External committee member - of the quiz programme of Quiz Master-Win 50 000, organized by Botanical Society, Department of Botany, Faculty of Science, University of Ruhuna
  • Reviewer - Ruhuna QA session
  • Reviewer - SLAAI-ICAI-2023
  • Convener - 9th Ruhuna International Science and Technology Conference-2022
  • Convener - 7th Ruhuna International Science & Technology Conference -2020
  • Member - of the Publication committee -2019
  • Resource Person - to the Combined Mathematics productively improvement program under the secondary Education Modernization Project for A/L students - 2022
  • Academic Coordinator: BSc. (General) Degree Level I Students (SC/2020/batch) - Department of Mathematics, Faculty of Science, University of Ruhuna
  • Academic Coordinator: BSc. (General) Degree Level II Students (SC/2020/batch) - Department of Mathematics, Faculty of Science, University of Ruhuna
  • Academic Coordinator: BSc. (General) Degree Level III (Semester I) Students (SC/2020/batch) - Department of Mathematics, Faculty of Science, University of Ruhuna
  • Academic Coordinator: BSc. (Special) Degree Level I Students (SC/2020/batch) - Department of Mathematics, Faculty of Science, University of Ruhuna
  • Academic Coordinator: BSc. (Special) Degree Level II Students (SC/2020/batch) - Department of Mathematics, Faculty of Science, University of Ruhuna