Research

Publications

  • Bangia A.; Bhardwaj R. (2022). Chaotic Simulation of Kinesiology of Musculoskeletal Movements. Journal of Applied Nonlinear Dynamics. 11(1), 233-245. Publisher: L&H Scientific Publishing Indexed: Scopus (Cite Score: 1.1).
  • Bhardwaj R.; Bangia A. (2021). Neuronal Brownian Dynamics for Salinity of River Basins’ Water Management. Neural Computing and Applications. 33, 11923-11936. Publisher: Springer. Indexed: SCl/Web of Science (I.F.: 5.606), Scopus.
  • Bhardwaj R.; Bangia A. (2021). Improvement in Long range prediction of Water quality using Wavelet based LSSVR and M5pRT. Complexity. 2021, 1-16. Art.no. 6643472. Publisher: Hindawi. Indexed: SCl/Web of Science (I.F.: 2.833), Scopus.
  • Sharma, S.K.; Bangia, A.; Alshehri, M.; Bhardwaj, R*. (2021). Nonlinear Dynamics for the spread of Pathogenesis of COVID­19 Pandemic. Journal of Infection and Public Health. 14(7), 817-831. Publisher: Elsevier. Indexed: SCl/Web of Science (I.F.: 3.718), Scopus.
  • Bhardwaj R.; Bangia A. (2020). Data driven estimation of novel COVID-19 transmission risks through hybrid soft-computing techniques. Chaos, Soliton and Fractals. 140. Art.no. 110152. Publisher: Elsevier. Indexed: SCl/Web of Science (I.F.: 5.944), Scopus.
  • Bhardwaj R.; Bangia A. (2019). Dynamic Indicator for the prediction of Atmospheric Pollutants. Asian Journal of Water, Environment and Pollution. 16(4), 39-50. Publisher: IOS Press, Netherlands. Indexed: SCl/Web of Science (I.F.:0.148), Scopus (Cite score: 0.4).
  • Bhardwaj, R.; Bangia, A. (2021). Erratum: Fractal, Predictability Index and Variability in Trends Analysis of River Water Dynamics. The International Journal of River Basin Management. 1-2. Indexed: Scopus (Cite score: 2.5).
  • Chawla M, Bhardwaj R., Bangia A., Das S., Goncerzewicz J. (2021). Effect of magnetic and temperature variation on Al203 nanofluid convection. Mathematica Applicanda. 48(1), 3-23. Indexed: UGC, Scopus. 
  • Bhardwaj, R; Bangia, A. (2021) Dynamical Indicator of Human Body’s Physical Endurance. Nepal Journal of Mathematical Sciences (NJMS). 2(1), 25-35. Publisher: School of Mathematical Sciences, Tribhuvan University, Nepal.
  • Bhardwaj, R.; Bangia, A. (2019). Hybrid Fuzzified-PID controller for non-linear control surfaces for DC motor to improve the efficiency of electric battery driven vehicles. International Journal of Recent Technology and EngineeringTM (IJRTE). 8(3), 2561-2568. Publisher: Blue Eyes Intelligence Engineering and Science Publication (BEIESP), Bhopal, India. Indexed: Scopus. 
  • Bhardwaj, R.; Bangia, A. (2020). Dynamical Forensic Inference for Malware in loT-Based Wireless Transmissions. In K. Sharma, M. Makino, G. Shrivastava, & B. Agarwal (Eds.) Forensic Investigations and Risk Management in Mobile and Wireless Communications. Chapter-03, pp. 51-79. Publisher: IGI Global, Hershey, PA. 
  • Bhardwaj, R.; Bangia, A. (2019). Neuro-Fuzzy Analysis of Demonetization on NSE. Advances in Intelligent Systems and Computing (AISC) 816, Springer Proceedings: Soft Computing for Problem Solving (SocPros-2017). Editors: Bansal, Jagdish Chand; Das, Kedar Nath; Nagar, Atulya, Deep, Kusum and Ojha, Akshay Kumar. Chapter 68, pp. 853-861. Publisher: Springer. Indexed: Scopus (Cite score: 0.54). 
  • Bhardwaj, R; Bangia, A. (2022). Wavelet-Neural-Fuzzy Coupled Modelling of National Stock Exchange (NSE) for Opening and Closing Stock. Finance India. September-2022 issue. Publisher: Indian Institute of Finance (IIF), India. ISSN: 0970-3772. Indexed: Scopus (SJIF-2019: 7.262. SIS-IF: 1.593).
  • Bhardwaj R.; Bangia A. (2022). Hybridized wavelet neuronal learning-based modelling to predict novel COVID-19 effects in India and USA. The European Physical Journal Special Topics. pp.1-18. Publisher: Springer Berlin Heidelberg. Indexed: SCl/Web of Science (I.F.: 2.707), Scopus. 
  • Bhardwaj, R.; Bangia, A. (2019). Stock Market trend analysis during Demonetization using Soft-Computing techniques. IEEE Xplore Digital Library. pp. 696-701. Indexed: Scopus 
  • Bhardwaj, R.; Bangia, A. (2018). Statistical Time series Analysis of Dynamics of HIV. JNANABHA. Special Issue 48, 22-27. Publisher: Vijanana Parishad of India. Indexed: UGC. 
  • Bhardwaj, R.; Bangia, A. (2016). Complexity Dynamics of Meditating Body. Indian Journal of Industrial and Applied Mathematics. 7(2), 106-116. Publisher: Indian Journals. Indexed: ICI.
  • Bhardwaj, R.; Bangia, A.; Mishra, J. (2020). Complexity Analysis of Pathogenesis of Coronavirus Epidemiology Spread in the China region. Mathematical Modeling and Soft Computing in Epidemiology. Editors: Dr. Jyoti Mishra, Dr.Ritu Goyal, Dr.Abdon Atangana. pp.247-272. Publisher: CRC Press, Taylor & Francis Group, USA. 
  • Bhardwaj, R.; Bangia, A. (2020). Machine learned regression assessment of the HIV epidemiology development in Asian region. Mathematical Modeling and Soft Computing in Epidemiology. Editors: Dr. Jyoti Mishra, Dr.Ritu Goyal, Dr.Abdon Atangana. pp.53-80. Publisher: CRC Press, Taylor & Francis Group, USA. 
  • Bangia, A.; Bhardwaj R. and Jayakumar, K.V. (2020). Water quality analysis using Artificial Intelligence conjunction with Wavelet Decomposition. Advances in Intelligent Systems and Computing (AISC) Volume 979. Numerical Optimization in Engineering and Sciences, Editors: Kacprzyk J, Debashis Dutta and B Mahanty. pp. 107-123. Publisher: Springer. Indexed: Scopus (Cite score:0.54). 
  • Bhardwaj, R.; Bangia, A. (2020). Assessment of Stock prices variation using Intelligent Machine Learning Techniques for the prediction of BSE. Advances in Intelligent Systems and Computing (AISC) Volume 979. Numerical Optimization in Engineering and Sciences, Editors: Kacprzyk J, Debashis Dutta and B Mahanty. pp. 159-166. Publisher: Springer. Indexed: Scopus (Cite score:0.54) 
  • 18.Bhardwaj, R.; Bangia, A. (2020). Computational Linguistic Analysis of Retail E-Commerce. Eds: A.H. Siddiqi, R.C. Singh and G.D.V. Gowda. Computational Science and its Applications. Chapter-25. Publisher: CRC Press (Taylor & Francis Group).
  • Bhardwaj R.; Bangia A. (2022). Nonlinear Analysis for Dynamics of Ferric Oxide (Fe304) Nanoparticles. Journal of International Academy of Physical Sciences. 26(1), 49-64.
  • Bhardwaj, R.; Bangia, A.; Roberto Acevedo. (2022). Chaotic Simulation for Nanofluidic particles. Materials Today: Proceedings. Available online. ISSN 2214-7853. DOI: 
  • Bangia, A.; Bhardwaj, R.; Datta, D. (May 2023). Development of Forecasting Model of COVID-19 Scenario using Intelligent algorithms: LSSVR, MARS, W-LSSVR, W-MARS. Book Chapter in AI in Biomedical and Modern healthcare Informatics. Chapter: 50. Elsevier
  • Banwala, N.; Singh, G.; Singh, J.;Goswami, V.S., Bangia, A. (2023). Recommendation System and Its Techniques in Machine Learning: A Survey. In: Kumar, R., Verma, A.K., Sharma, T.K., Verma, O.P., Sharma, S. (eds) Soft Computing: Theories and Applications. Lecture Notes in Networks and Systems, vol 627. Springer, Singapore. 
  • Sangwan, S., Singh, G., Bangia, A., Goswami, V.S. (2023). Evaluation of Deep Learning Technique on Working Model of Self-driving Car—A Review. In: Kumar, R., Verma, A.K., Sharma, T.K., Verma, O.P., Sharma, S. (eds) Soft Computing: Theories and Applications. Lecture Notes in Networks and Systems, vol 627. Springer, Singapore. 
  • Bangia, A.; Bhardwaj, R. (2023). Fluctuation analysis through Multifractals for the pathogenesis of SARS-CoV-2 aka nCoV-19 community spread in USA. Book on “Fractal Signatures in the Dynamics of an Epidemiology” by A. Gowrisankar. Publisher: CRC Press.

CONFERENCES & WORKSHOPS

  • Rashmi Bhardwaj and Aashima Bangia. (2017). “Non-linear Analysis of Logistic Dynamics for Atmospheric Pollutants” at Computational Science Symposium 2017 held at 11Sc, Bangalore from March 16-18, 2017.
  • Rashmi Bhardwaj and Aashima Bangia. (2017). “Time Series Analysis of HIV” at National Conference on Advances in Applied Mathematics and Statistics (NCAAMS)-2017 held at Mata Sundri College, Delhi from September 7-8, 2017.
  • Rashmi Bhardwaj and Aashima Bangia. (2017). “Statistical Time series Analysis of Dynamics of HIV” at the 20th Annual Conference of Vijfiana Parishad of India “Mathematical Sciences and Scientific Computing for Industrial Development” (MSSCID)-2017 held at Manipal University, Jaipur. from November 23-26, 2017.
  • Rashmi Bhardwaj and Aashima Bangia. (2017). “Wavelet Neuro-Fuzzy Modelling of National Stock Exchange during Demonetization” at 41st National Conference on Super Intelligent Man and Machines held at DEI, Agra from December 1-3, 2017.
  • Rashmi Bhardwaj and Aashima Bangia. (2017). “Neuro-Fuzzy Analysis of Demonetization on NSE” at 7th International Conference on Soft Computing for Problem Solving-2017 held at I.I.T. Bhubaneshwarfrom December 23-24, 2017.
  • Rashmi Bhardwaj and Aashima Bangia. (2018). “Wavelet­Neural-Fuzzy Coupled Modelling of National Stock Exchange (NSE) for Opening and Closing Stock” at International Conference and 14th Biennial Conference of Indian Society of Industrial and Applied Mathematics-2018 held at GNDU, Amritsar from February 2-4, 2018.
  • Rashmi Bhardwaj and Aashima Bangia. (2018). “Wavelet­Neuro-Fuzzy Conjunction Modelling to study the trends in National Stock Exchange” at International symposium on Computational Science and Its Application-2018 held at Sharda University, Greater Noida from February 5-6, 2018.
  • Rashmi Bhardwaj, Aashima Bangia. (2018). “Stock Market trend analysis during Demonetization using Soft-Computing techniques” at GUCON-2018 held at Galgotia University, Noida from September 28-29, 2018.
  • Rashmi Bhardwaj, Aashima Bangia. “Nonlinear Analysis of Human Postures.” 23rd International Conference of International Academy of Physical Sciences (CONIAPS XXIII) held at Nepal Academy of Science and Technology (NAST), Nepal from November 16-18, 2018.
  • Rashmi Bhardwaj, Aashima Bangia. “Dynamic Inference of Ferric Oxide (Fe304) Nanoparticles.” International Conference on Mathematical Modelling and Computations (ICMMC-2018) held at South Asian University, New Delhi from December 1-3, 2018.
  • Rashmi Bhardwaj, Aashima Bangia. (2019). “Assessment of Stock prices variation using Intelligent Machine Learning Techniques for the prediction of BSE” at International Conference on Numerical Optimization In Engineering and Sciences (NOIEAS-2019) held at NIT Warangal from June 19­21, 2019.
  • Rashmi Bhardwaj, Aashima Bangia. “Dynamic Inference of Ferric Oxide (Fe304) Nanoparticles.” International Conference on Mathematical Modelling and Computations (ICMMC-2018) held at South Asian University, New Delhi from December 1-3, 2018.
  • Annual Foundation School-I (AFS-I), TIFR held at I.I.T. Delhi from December 4-30, 2017.
  • MATLAB and Simulink for Predictive Analytics, Signal Processing and Control Applications organized by MATHWORKS on MATLAB: Predictive analytics held at The Park Hotel, New Delhi on February 21, 2018.
  • National Workshop on Applications of Mathematica workshop organized by Guru Angad Dev Teaching Learning Centre on Mathematica at SGTB Khalsa College, New Delhi on March 9, 2018.
  • Faculty Development Program in Biostats: theoretical and practical aspects organized by Delhi University on at Deen Dayal Upadhyaya College, New Delhi from March 14 -18, 2018.
  • One week Faculty Development Program on Deep Learning Algorithms for Medical Image Processing held at IGDTUW, Delhi from January 20-24, 2020

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