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Dr. T. V. Smitha

Assistant Professor(SG), Department of Mathematics, Amrita School of Engineering, Bengaluru

Qualification: Ph.D
tv_smitha@blr.amrita.edu
Google Scholar Profile
Research Interest: Finite Element Method, Data Science, Computational Mathematics

Bio Publications Qualification Professional Appointments Membership Research Teaching Keynote Addresses/ Invited Talks/ Panel Memberships
Bio

Dr. T. V. Smitha, joined as Assistant Professor (SG) in the Department of Mathematics, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru. She obtained her Ph. D from Amrita Vishwa Vidyapeetham in 2019. She had qualified CSIR UGC NET for lectureship in the year 2004. She had achieved the Data Science Foundation certification from the International Association for Business Analytics Certification (IABAC™). She has around 16 years of teaching and 8 years of research experience. Previously she had worked at several reputed colleges affiliated with Mumbai University, Christ University and R. V. Institute of Technology and Management, Bangalore. Her research interest areas include Finite Element Method, Numerical Analysis, Data Science and Computational Mathematics. She has published several technical articles in reputed international journals and conference proceedings. She has reviewed several Journal articles in the International Journal of Modern Physics B, CFD Letters, Advances in Manufacturing in Springer Journals, Materials Today: Proceedings in Elsevier Journal, IEEE conferences, Advances in Science, Technology and Engineering Systems Journal and also Editorial board member of Applied and Computational Mathematics, Science Publishing Group, USA.

Research & Management Experience

  • 8 years of research experience
Publications

Conference Proceedings

Year : 2024

Effective Prediction of Coefficients and Performance of Airfoil Using ANN, In 2024 Fourth International Conference on Advances in Electrical

Cite this Research Publication : Bhutra, H., Chandan, K., & Smitha, T. V. Effective Prediction of Coefficients and Performance of Airfoil Using ANN, In 2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), (2024, January). (pp. 1-5). IEEE.

Year : 2022

A versatile cubic-curved triangle mesh generator using subparametric transformation for FEM and image processing applications

Cite this Research Publication : T. V. Smitha; Aishwarya T; Asha S Manek; Nataraj V, "A versatile cubic-curved triangle mesh generator using subparametric transformation for FEM and image processing applications." In 2022 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT),pp. 1-5. IEEE. (2022)

Publisher : IEEE

Year : 2022

Applications of Finite Element Method in Computer Tomography for Cancer and Tumors: A Review

Cite this Research Publication : T. V. Smitha, Raunak Kumar Singh, Naresh Santosh Shet, "Applications Of Finite Element Method In Computer Tomography For Cancer And Tumors: A Review", Computer Science & Engineering: An International Journal (CSEIJ), Volume 12, Issue 1, February. (2022)

Year : 2021

2D Image-based higher-order meshing for 3D modelling in MATLAB

Cite this Research Publication : T V Smitha, S Madhura, R Brundha, "2D Image-based higher-order meshing for 3D modelling in MATLAB." IOP Conference Series: Materials Science and Engineering, vol. 1070, no. 1, p. 012017. IOP Publishing.(2021)

Publisher : IOP Publishing

Year : 2021

Automated high-order curved mesh generator with high-level dynamic programming language julia for photonic applications

Cite this Research Publication : G. P. Kannan, T. V. Smitha, K. V. Nagaraja, Automated high-order curved mesh generator with high-level dynamic programming language julia for photonic applications, Materials Today : Proceedings, 46, 4553-4558, 2021

Publisher : Materials Today : Proceedings

Year : 2021

MATLAB automated higher-order tetrahedral mesh generatorfor CAD geometries and a finite element application with the subparametric mappings

Cite this Research Publication : TV Smitha, KV Nagaraja, MATLAB automated higher-order tetrahedral mesh generatorfor CAD geometries and a finite element application with the subparametric mappings, Materials Today:Proceedings 42,330-342,2021.

Publisher : Materials Today:Proceedings

Year : 2021

Automated 3D higher-order tetrahedral mesh generator utilizing the sub parametric transformations in MATLAB

Cite this Research Publication : TV Smitha, KV Nagaraja, Automated 3D higher-order tetrahedral mesh generator utilizing the sub parametric transformations in MATLAB, AIP Conference Proceedings 2316(1), 040003,2021

Publisher : AIP Conference Proceedings

Year : 2019

Automated higher-order mesh generation in MATLAB on biomaterials

Cite this Research Publication : T. V. Smitha, K.V. Nagaraja, Automated higher-order mesh generation in MATLAB on biomaterials, IOP Conference Series: Materials Science and Engineering, Volume 577, International Conference on Advances in Materials and Manufacturing Applications (IConAMMA-2018) 16–18 August 2018, Bengaluru, India

Publisher : IOP Conference Series: Materials Science and Engineering

Year : 2019

2D Higher order triangular mesh generation in irregular domain for finite element analysis using MATLAB

Cite this Research Publication : S. Devi, Dr. K.V. Nagaraja, Sarada Jayan, and Smitha, T. V., “2D Higher order triangular mesh generation in irregular domain for finite element analysis using MATLAB”, IOP Conference Series: Materials Science and Engineering, vol. 577. IOP Publishing, p. 012132, 2019.


Publisher : IOP Conference Series: Materials Science and Engineering, IOP Publishing,

Book Chapter

Year : 2024

An Efficient Prediction of battery capacity based on temperature and state of charge using impedance

Cite this Research Publication : Panimathi, B., Chandan, K., Nimmy, P., & Smitha, T. V.  An Efficient Prediction of battery capacity based on temperature and state of charge using impedance,
January In 2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 2024 (pp. 1-5). IEEE.

Year : 2022

Multispectral Imaging for Identification of Water Stress and Chlorophyll Content in Paddy Field Using Vegetation Indices

Cite this Research Publication : Madhura, S., Smitha, T.V. (2022), "Multispectral Imaging for Identification of Water Stress and Chlorophyll Content in Paddy Field Using Vegetation Indices," In: Verma, P., Samuel, O.D., Verma, T.N., Dwivedi, G. (eds) Advancement in Materials, Manufacturing and Energy Engineering, Vol. I. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-16-5371-1_2

Publisher : Springer, Singapore

Journal Article

Year : 2023

An efficient machine learning model for smart grid stability prediction

Cite this Research Publication : V. S. Sowmya Reddy, Chandan K, Nimmy P, T.V. Smitha, K. V. Nagaraja, An efficient machine learning model for smart grid stability prediction " in our prestigious conference: International Conference on Emerging Technologies in Engineering and Science (ICETES), 2023

Publisher : International Conference on Emerging Technologies in Engineering and Science (ICETES)

Year : 2022

A Review on Meshing Techniques in Biomedicine

Cite this Research Publication : Smitha, T. V., "A Review on Meshing Techniques in Biomedicine", Journal of Electronics and Informatics (ISSN: 2582-3825), Volume 3, Issue 4, December, 2022.

Year : 2022

Multispectral Imaging for Identification of Water Stress and Chlorophyll Content in Paddy Field Using Vegetation Indices

Cite this Research Publication : "Multispectral Imaging for Identification of Water Stress and Chlorophyll Content in Paddy Field Using Vegetation Indices."In Advancement in Materials, Manufacturing and Energy Engineering, Vol. I, pp. 11-19. Springer, Singapore. (2022)

Publisher : Springer

Year : 2021

Optical Waveguides and Terahertz Signal by Finite Element Method: A Survey

Cite this Research Publication : T. V. Smitha, S, Madhura, N, Shreya, Udupa, Sahana, "Optical Waveguides and Terahertz Signal by Finite Element Method: A Survey", IRO Journal on Sustainable Wireless Systems, vol. 03, no. 2, pp. 68-86, 2021. DOI: 10.36548/jsws.2021.2.002

Year : 2021

A Study on Various Mesh Generation Techniques used for Engineering Applications

Cite this Research Publication : T. V. Smitha, S. Madhura, Rashid Ali Sindhu, R Brundha, "A Study on Various Mesh Generation Techniques used for Engineering Applications", Journal of Innovative Image Processing, 3(2), pp.75-84.DOI: https://doi.org/10.36548/jiip.2021.2.001. 2021.

Year : 2021

MATLAB automated higher-order tetrahedral mesh generator for CAD geometries and a finite element application with the subparametric mappings

Cite this Research Publication : T. V. Smitha and Dr. K.V. Nagaraja, “MATLAB automated higher-order tetrahedral mesh generator for CAD geometries and a finite element application with the subparametric mappings”, Materials Today: Proceedings, vol. 42, pp. 330-342, 2021.

Publisher : Materials Today: Proceedings

Year : 2021

Automated 3D higher-order tetrahedral mesh generator utilizing the subparametric transformations in MATLAB

Cite this Research Publication : T. V. Smitha and Dr. K.V. Nagaraja, “Automated 3D higher-order tetrahedral mesh generator utilizing the subparametric transformations in MATLAB”, AIP Conference Proceedings, vol. 2316, p. 040003, 2021.

Publisher : AIP Conference Proceedings

Year : 2019

Automated Mesh Generation for Airfoils Using Higher-Order Triangular Elements

Cite this Research Publication : “Automated Mesh Generation for Airfoils Using Higher-Order Triangular Elements”, Aerospace Science and Technology, 88, 405-420. (2019)

Publisher : Aerospace Science and Technology

Year : 2019

An efficient automated higher-order finite element computation technique using parabolic arcs for planar and multiply-connected energy problems

Cite this Research Publication : T. V. Smitha and Dr. K.V. Nagaraja, “An efficient automated higher-order finite element computation technique using parabolic arcs for planar and multiply-connected energy problems”, Energy, vol. 183, pp. 996-1011, 2019.

Publisher : Energy, Elsevier Ltd,

Year : 2019

Application of automated cubic-order mesh generation for efficient energy transfer using parabolic arcs for microwave problems

Cite this Research Publication : T. V. Smitha and Dr. K.V. Nagaraja, “Application of automated cubic-order mesh generation for efficient energy transfer using parabolic arcs for microwave problems”, Energy, vol. 168, pp. 1104-1118, 2019.

Publisher : Energy

Year : 2019

Accurate higher order automated unstructured triangular meshes for airfoil designs in aerospace applications using parabolic arcs

Cite this Research Publication : S. Devi, Nagaraja, K. V., Smitha, T. V., and Sarada Jayan, “Accurate higher order automated unstructured triangular meshes for airfoil designs in aerospace applications using parabolic arcs”, Aerospace Science and Technology , vol. 88, 405-420., 2019.

Publisher : Aerospace Science and Technology

Year : 2018

MATLAB 2D Higher-order triangle mesh generator with finite element applications using sub-parametric transformations

Cite this Research Publication : T.V. Smitha, K.V.Nagaraja, Sarada Jayan,MATLAB 2D Higher-order triangle mesh generator with finite element applications using sub-parametric transformations, Advances in Engineering Software,Vol.115,pp.327-356(January2018), IF: 4.8

Publisher : Advances in Engineering Software

Year : 2018

MATLAB 2D higher-order triangle mesh generator with finite element applications using subparametric transformations

Cite this Research Publication : T. V. Smitha, Nagaraja, K. V., and Sarada Jayan, “MATLAB 2D higher-order triangle mesh generator with finite element applications using subparametric transformations”, Advances in Engineering Software, vol. 115, pp. 327-356, 2018.

Publisher : Advances in Engineering Software,

Year : 2018

Automated Mesh Generation Using Curved Cubic Triangular Elements for a Circular Domain with a Finite Element Implementation

Cite this Research Publication : T. V. Smitha, Dr. K.V. Nagaraja, and Sarada Jayan, “Automated Mesh Generation Using Curved Cubic Triangular Elements for a Circular Domain with a Finite Element Implementation”, Materials Today: Proceedings, vol. 5. pp. 25203-25211, 2018.

Publisher : Materials Today: Proceedings,

Patents

Year : 2021

AI and IOT enabled system for thermal sensing and facial features recognition

Cite this Research Publication : Smitha T. V., "AI and IOT enabled system for thermal sensing and facial features recognition," Patent Application No: 202141005107, 2021.

Qualification
Ph. D. Mathematics (2019) Amrita Vishwa Vidyapeetham
M. Phil. Mathematics (2010) Mumbai University
M. Sc. Mathematics (2003) IIT Bombay
B. Sc. Mathematics (2001) Mumbai University
Professional Appointments
Designation/ Year Affiliation
Assistant Professor (Selection Grade) from October 2022 to date Department of Mathematics, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru
Assistant Professor from 2019 to October 2022 R V Institute of Technology and Management, Bengaluru
Full-time funded Research Scholar with teaching assistance from 2016 to 2018 Department of Mathematics, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Bengaluru
Assistant Professor from 2011 to 2015 Christ University Faculty of Engineering, Bengaluru
2003 to 2008 Worked with several Colleges affiliated to Mumbai University
Membership

Membership in Professional Bodies

  • Alumni of IIT-Bombay
Research

Research Grants Received

Year Funding Agency Title of the Project Investigators Status
2021-2022 VGST (GRD No: 969/2020-21/163) Amount: 3 Lakhs Video quality enhancement using optical flow and automated subparametric finite element method PI: Dr. T. V. Smitha Completed
Teaching

Courses Taught

  • Matrix Algebra
  • Calculus
  • Vector Calculus
  • Probability and Statistics
  • Ordinary Differential Equations
  • Partial Differential Equations
  • Numerical Methods
  • Optimisation Techniques
  • Discrete Mathematics

Student Guidance

Research Scholars: Co-Advisor

Sl. No. Name of the Student(s) Topic Status – Ongoing/ Completed Year of Completion
1. Vipin P. G. Finite element method and Machine Learning Ongoing
2. Nimmy P. Finite element method and Machine Learning Ongoing
3. Saroja D. Finite element method and Machine Learning Ongoing
Keynote Addresses/ Invited Talks/ Panel Memberships
  • Delivered an invited talk titled “Option Theory” on 27th November 2007 in Refresher Course on “Probability Theory and Applications” organized by the Academic Staff College, Mumbai University.
  • Resource person for one day workshop in ‘MATLAB programming basics’ on 29th March 2016 for the PG students of Oxford College of Science, HSR layout Bangalore.
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