Back close

Dr. Soumyendra Singh

Assistant Professor, Department of Science and Humanities, School of Engineering, Chennai

Qualification: BSc, MSc, Ph.D
Orcid Profile
Google Scholar Profile
Scopus Author ID
Research Interest: Stochastic Differential and Integral Equation, Latent Differential Equations ,Neural Networks

Bio

Dr. Soumyendra Singh currently serves as Assistant Professor in the Department of Mathematics, School of Engineering, Chennai Campus.

He earned his Ph.D. in Mathematics from the National Institute of Technology Rourkela, where his research focused on the Stochastic differential and integral equations. His academic and research interests lie at the machine learning, neural network, stochsric predator prey systems. Dr. Singh has been actively involved in interdisciplinary projects, including dynamics, existence of various dynamical systems with stochastic quantifications. Moreover, He has published 40+ Research Articles in Peer-reviewed International Journals (SCI, SCIE, and Scopus indexed journal) with the highest Impact Factor of 3. In addition to that, he has attended various International and National Conferences, Workshops, and Training Programs. Presently, he is an Active Reviewer for many journals.

Publications

Journal Article

Year : 2025

Stochastic Stability Analysis and Numerical Simulation of the Stochastic FitzHugh–Nagumo Equation Based on Physics Informed Neural Networks

Cite this Research Publication : Soumyendra Singh, Suman Sarkar, Stochastic Stability Analysis and Numerical Simulation of the Stochastic FitzHugh–Nagumo Equation Based on Physics Informed Neural Networks, International Journal of Applied and Computational Mathematics, Springer Science and Business Media LLC, 2025, https://doi.org/10.1007/s40819-025-01915-9

Publisher : Springer Science and Business Media LLC

Year : 2023

An Exponential Linear Unit Based Neural Network Approach For Optimizing Numerical Solutions of Stochastic Integral Equation

Cite this Research Publication : Soumyendra Singh, An Exponential Linear Unit Based Neural Network Approach For Optimizing Numerical Solutions of Stochastic Integral Equation, J. Integral Equations Applications, 2023.

Year : 2023

A numerical simulation of non-linear stochastic Itô-Volterra integral equations driven by multi- fractional Gaussian noise

Cite this Research Publication : S. Singh, D Chaudhary, M K Gola, Muskan, Priyadharshini A R and Krithika S, "A numerical simulation of non-linear stochastic Itô-Volterra integral equations driven by multi- fractional Gaussian noise”, Materials Today: Proceedings, In press, 2023.

Year : 2023

Bernstein polynomial approximation of non-linear stochastic Itô-Volterra integral equations driven by multi-fractional Gaussian noise

Cite this Research Publication : S. Singh, D Chaudhary, M K Gola, Priyadharshini A R and Krithika S "A Bernstein polynomial approximation of non-linear stochastic Itô-Volterra integral equations driven by multi-fractional Gaussian noise", Materials Today: Proceedings, In press, 2023

Year : 2022

Analysis of stochastic fitzhugh–nagumo equation for wave propagation in a neuron arising in certain neurobiology models

Cite this Research Publication : S. Singh, S. Saha Ray "Analysis of stochastic fitzhugh–nagumo equation for wave propagation in a neuron arising in certain neurobiology models", International Journal of Biomathematics, 15(05), 2250027, 2022

Year : 2020

New stochastic operational matrix method for solving stochastic Itô–Volterra integral equations characterized by fractional Brownian motion

Cite this Research Publication : S. Saha Ray, S. Singh, New stochastic operational matrix method for solving stochastic Itô–Volterra integral equations characterized by fractional Brownian motion, Stochastic Analysis and Applications, Informa UK Limited, 2020, https://doi.org/10.1080/07362994.2020.1794892

Publisher : Informa UK Limited

Year : 2020

Numerical solution of nonlinear stochastic Itô – Volterra integral equation driven by fractional Brownian motion

Cite this Research Publication : S. Saha Ray, Soumyendra Singh, Numerical solution of nonlinear stochastic Itô – Volterra integral equation driven by fractional Brownian motion, Engineering Computations, 2020

Year : 2020

New Stochastic Operational Matrix Method based on Chebyshev Wavelets for Solution of Stochastic Itô-Volterra Integral Equations Driven by Fractional Brownian Motion

Cite this Research Publication : S. Saha Ray, S. Singh, “New Stochastic Operational Matrix Method based on Chebyshev Wavelets for Solution of Stochastic Itô-Volterra Integral Equations Driven by Fractional Brownian Motion”, Stochastic Analysis and Applications, 2020, 39(2), pp. 224–234.

Publisher : Stochastic Analysis and Applications

Year : 2020

New Stochastic Operational Matrix Method based on Bernstein polynomials for Solution of Non-Linear Stochastic Itô-Volterra Integral Equations Driven by Fractional Brownian Motion

Cite this Research Publication : S. Saha Ray, S. Singh, “New Stochastic Operational Matrix Method based on Bernstein polynomials for Solution of Non-Linear Stochastic Itô-Volterra Integral Equations Driven by Fractional Brownian Motion”, Engineering Computations, 37(9), pp. 3243–3268

Publisher : Engineering Computations

Year : 2020

A Stochastic Operational Matrix Method for Numerical Solutionsof mixed Stochastic Volterra–Fredholm Integral Equations

Cite this Research Publication : S. Singh, S. Saha Ray,” A Stochastic Operational Matrix Method for Numerical Solutionsof mixed Stochastic Volterra–Fredholm Integral Equations”, International Journal of Wavelets, Multiresolution and Information Processing, 18(02), 2050005. (2020)
DOI: doi.org/10.1142/S0219691320500058

Publisher : International Journal of Wavelets, Multiresolution and Information Processing

Year : 2019

A stochastic operational matrix method for numerical solutions of mixed stochastic Volterra–Fredholm integral equations

Cite this Research Publication : S. Singh, S. Saha Ray, A stochastic operational matrix method for numerical solutions of mixed stochastic Volterra–Fredholm integral equations, International Journal of Wavelets, Multiresolution and Information Processing, World Scientific Pub Co Pte Lt, 2019, https://doi.org/10.1142/s0219691320500058

Publisher : World Scientific Pub Co Pte Lt

Year : 2019

Stochastic operational matrix of Chebyshev wavelets for solving multi-dimensional stochastic Itô –Volterra integral equations

Cite this Research Publication : S. Singh, S. Saha Ray, “Stochastic operational matrix of Chebyshev wavelets for solving multi-dimensional stochastic Itô –Volterra integral equations”, International Journal of Wavelets, Multiresolution and Information Processing, 17(1), 195007, 16 pages (2019)

Publisher : International Journal of Wavelets, Multiresolution and Information Processing

Year : 2019

New Exact Solutions for the Wick-type Stochastic Nonlinear Schrödinger Equation in Nonlinear Optics

Cite this Research Publication : S. Singh, S. Saha Ray, “New Exact Solutions for the Wick-type Stochastic Nonlinear Schrödinger Equation in Nonlinear Optics”, Modern Physics Letters B, 33(9), 1950109, 10 pages. (2019)

Publisher : Modern Physics Letters B

Year : 2019

Higher order approximate solutions of fractional stochastic point kinetics equations in nuclear reactor dynamics

Cite this Research Publication : S. Singh, S. Saha Ray, “Higher order approximate solutions of fractional stochastic point kinetics equations in nuclear reactor dynamics”, Nuclear Science and Techniques, 30(49), 13 pages.

Publisher : Nuclear Science and Techniques

Year : 2018

Numerical Solutions of stochastic Volterra-Fredholm integral equations by Hybrid Legendre Block-Pulse functions

Cite this Research Publication : S. Saha Ray, S. Singh, “Numerical Solutions of stochastic Volterra-Fredholm integral equations by Hybrid Legendre Block-Pulse functions”, International Journal of Nonlinear Sciences and Numerical Simulation, 19(3-4), pp. 289-297. (2018)

Publisher : International Journal of Nonlinear Sciences and Numerical Simulation

Year : 2017

New exact solutions for the Wick-type stochastic modified Boussinesq equation for describing wave propagation in nonlinear dispersive systems

Cite this Research Publication : S. Saha Ray, S. Singh, New exact solutions for the Wick-type stochastic modified Boussinesq equation for describing wave propagation in nonlinear dispersive systems, Chinese Journal of Physics, Elsevier BV, 2017, https://doi.org/10.1016/j.cjph.2017.04.017

Publisher : Elsevier BV

Year : 2017

On the comparison of two split-step methods for the numerical simulation of stochastic point kinetics equations in presence of Newtonian temperature feedback effects

Cite this Research Publication : S. Singh, S. Saha Ray, “On the comparison of two split-step methods for the numerical simulation of stochastic point kinetics equations in presence of Newtonian temperature feedback effects”, Annals of Nuclear Energy, 110 (2017), pp. 865–873. (2017)

Publisher : Annals of Nuclear Energy

Year : 2017

Exact solutions for the Wick-type stochastic Kersten- Krasil’shchik coupled KdV-mKdV equations

Cite this Research Publication : S. Singh, S. Saha Ray, “Exact solutions for the Wick-type stochastic Kersten- Krasil'shchik coupled KdV-mKdV equations”, The European Physical Journal Plus, 132(480), 12 pages. (2017)

Publisher : The European Physical Journal Plus

Year : 2017

Numerical solutions of stochastic nonlinear point reactor kinetics equations in presence of Newtonian temperature feedback effects

Cite this Research Publication : S. Saha Ray, S. Singh, “Numerical solutions of stochastic nonlinear point reactor kinetics equations in presence of Newtonian temperature feedback effects”, Journal of Computational and Theoretical Transport, 48(2), pp. 47-57. (2017)

Publisher : Journal of Computational and Theoretical Transport

Year : 2017

Numerical solutions of stochastic Fisher Equation to study migration and population behavior in biological invasion

Cite this Research Publication : S. Singh, S. Saha Ray, “Numerical solutions of stochastic Fisher Equation to study migration and population behavior in biological invasion”, International Journal of Biomathematics, 10(7), 14 pages. (2017)

Publisher : International Journal of Biomathematics

Year : 2017

New exact solutions for the Wick-type stochastic modified Boussinesq equation for describing waves propagation in nonlinear dispersive systems

Cite this Research Publication : S. Saha Ray, S. Singh, “New exact solutions for the Wick-type stochastic modified Boussinesq equation for describing waves propagation in nonlinear dispersive systems”, Chinese Journal of Physics, 55(4), pp. 1653-1662. (2017)

Publisher : Chinese Journal of Physics

Year : 2017

New exact solutions for the Wick-type stochastic Kudryashov-Sinelshchikov equation

Cite this Research Publication : S. Saha Ray, S. Singh, “New exact solutions for the Wick-type stochastic Kudryashov-Sinelshchikov equation”, Communications in Theoretical Physics, 67(2), pp. 197-206. (2017)

Publisher : Communications in Theoretical Physics

Year : 2017

New Exact Solutions for the Wick-type Stochastic Zakharov-Kuznetsov equation for modelling waves on shallow water surfaces

Cite this Research Publication : S. Saha Ray, S. Singh, “New Exact Solutions for the Wick-type Stochastic Zakharov-Kuznetsov equation for modelling waves on shallow water surfaces”, Random Operators and Stochastic Equations, 25(3), pp. 107-116. (2017)

Publisher : Random Operators and Stochastic Equations

Conference Paper

Year : 2024

A Sustainable Privacy-Preserving Aggregation Authentication Protocol for Smart Grid

Cite this Research Publication : Dharminder Chaudhary, Tanmay Soni, Soumyendra Singh, M. S. P. Durgarao & Surisetty Mahesh Chandra Gupta, A Sustainable Privacy-Preserving Aggregation Authentication Protocol for Smart Grid, Decarbonisation and Digitization of the Energy System,2024.

Publisher : Springer

Year : 2023

Adam Optimization of Burger’s Equation Using Physics-Informed Neural Networks

Cite this Research Publication : Soumyendra Singh, Dharminder Chaudhary, B. Yogiraj, Ram Narayan Prajapathi, Saurabh Rana, Adam Optimization of Burger’s Equation Using Physics-Informed Neural Networks, International Conference on Advancement in Computation & Computer Technologies (InCACCT), 2023.

Publisher : IEEE

Year : 2023

Numerical Solution of First and Second Order Differential Equations with Deep Neural Networks

Cite this Research Publication : Tekumudi Vivek Sai Surya Chaitanya,R Prasanna Kumar, Dharminder Chaudhary,Soumyendra Singh, Pratik Shrivastav, Dinesh Yadav, Numerical Solution of First and Second Order Differential Equations with Deep Neural Networks, IEEE World Conference on Applied Intelligence and Computing (AIC),2023

Publisher : IEEE

Year : 2023

A Long Short-Term Memory Based Neural Network Approach for Numerical Solutions of Integral Equations

Cite this Research Publication : Priyadharshini A R, Soumyendra Singh, R Prasanna Kumar, Dharminder Chaudhary, Pratik Shirvastav, Dinesh Yadav, A Long Short-Term Memory Based Neural Network Approach for Numerical Solutions of Integral Equations, IEEE World Conference on Applied Intelligence and Computing (AIC), 2023.

Publisher : IEEE

Year : 2023

A Novel Method for Optimizing Numerical Solutions of Multi-Dimensional Itô-Volterra Stochastic Integral Equation Using Recurrent Neural Network

Cite this Research Publication : Sumash Chandra Bandaru, Soumyendra Singh, R Prasanna Kumar, Dharminder Chaudhary, A Novel Method for Optimizing Numerical Solutions of Multi-Dimensional Itô-Volterra Stochastic Integral Equation Using Recurrent Neural Network, IEEE World Conference on Applied Intelligence and Computing (AIC), 2023.

Publisher : IEEE

Year : 2023

A Construction of Secure and Efficient Authenticated Key Exchange Protocol for Deploying Internet of Drones in Smart City

Cite this Research Publication : Chaudhary Dharminder, Soni Tanmay, Singh Soumyendra, Gupta Surisetty Mahesh Chandra, A Construction of Secure and Efficient Authenticated Key Exchange Protocol for Deploying Internet of Drones in Smart City, Artificial Intelligence of Things,2024

Publisher : Springer

Conference Proceedings

Year : 2024

A Neural Network Architecture for Obtaining Numerical Solutions of Integral Equation

Cite this Research Publication : S Krithika,Soumyendra. Singh,R Prasanna Kumar, A Neural Network Architecture for Obtaining Numerical Solutions of Integral Equation, IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS),2024.

Publisher : IEEE

Year : 2024

Deep Learning-Powered Camouflaged Object Recognition Model

Cite this Research Publication : Riya Tomar,Naman Chauhan,Chhavi Chauhan,Yash Tomar,Soumyendra Singh,Nishant Chauhan, Deep Learning-Powered Camouflaged Object Recognition Model, International Conference on Integrated Circuits and Communication Systems (ICICACS),2024.

Publisher : IEEE

Year : 2024

AIR-SCAN: Aircraft Identification and Recognition using Deep Learning Scanning

Cite this Research Publication : Aman Kumar,Soumyendra Singh,Bharathi Mohan G,AIR-SCAN: Aircraft Identification and Recognition using Deep Learning Scanning, 2024 11th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO),2024.

Publisher : IEEE

Year : 2024

Enhancing Forecasting Precision in Indian Industrial Workers’ Inflation: A Comparison of Advanced Machine Learning Models

Cite this Research Publication : V Amirthavarshini,Soumyendra Singh,R Prasanna Kumar, Enhancing Forecasting Precision in Indian Industrial Workers' Inflation: A Comparison of Advanced Machine Learning Models, International Conference on Wireless Communications Signal Processing and Networking (WiSPNET),2024.

Publisher : IEEE

Year : 2024

A Novel Approach for Approximating the Dynamics of Fisher’s Equation Based on Physics-Informed Neural Networks

Cite this Research Publication : Nimmagadda Greeshma,Soumyendra Singh, A Novel Approach for Approximating the Dynamics of Fisher's Equation Based on Physics-Informed Neural Networks, International Conference on Integrated Circuits, Communication, and Computing Systems (ICIC3S),2024.

Publisher : IEEE

Year : 2024

Developing Robust Crypto-Currency Trading Strategies: A Fusion of Machine Learning and Hidden Markov Modelling for Enhanced Performance

Cite this Research Publication : Jayant Toleti,Soumyendra Singh,R Prasanna Kumar, Developing Robust Crypto-Currency Trading Strategies: A Fusion of Machine Learning and Hidden Markov Modelling for Enhanced Performance, IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT),2024.

Publisher : IEEE

Year : 2024

Skin Disease Detection using Convolutional Neural Network

Cite this Research Publication : Priyanka Saraf, P R Tharaniesh,Soumyendra Singh, Skin Disease Detection using Convolutional Neural Network,Second International Conference on Networks, Multimedia and Information Technology (NMITCON),2024.

Publisher : IEEE

Year : 2023

Numerical Solutions of Stochastic Dynamics using Convolutional Neural Network Methods

Cite this Research Publication : E. Sophiya, Deependra K. Singh, Soumyendra Singh, Numerical Solutions of Stochastic Dynamics using Convolutional Neural Network Methods, 2023 1st International Conference on Optimization Techniques for Learning (ICOTL), 2023.

Publisher : IEEE

Year : 2023

Analyzing Laminar Boundary Layer Flow: A Unified Approach Using Numerical and Data-Driven Methods

Cite this Research Publication : D Sai Sruthik Reddy, Soumyendra Singh, R Prasanna Kumar, Analyzing Laminar Boundary Layer Flow: A Unified Approach Using Numerical and Data-Driven Methods, Fourth International Conference on Smart Technologies in Computing, Electrical and Electronics (ICSTCEE),2023.

Publisher : IEEE

Year : 2023

Solving Ordinary Differential Equations Using Custom Loss Convolutional Neural Network Method

Cite this Research Publication : Soumyendra Singh, Shaik Atheeq Rasool, R Prasanna Kumar, Solving Ordinary Differential Equations Using Custom Loss Convolutional Neural Network Method, IEEE International Conference on Cloud Computing in Emerging Markets (CCEM), 2023.

Publisher : IEEE

Book Chapter

Year : 2023

A module lattice based construction of post quantum blockchain for secure transactions in Internet of Things

Cite this Research Publication : Dharminder Chaudhary , M.S.P. Durgarao , Pratik Gupta , Saurabh Rana , Soumyendra Singh, A module lattice based construction of post quantum blockchain for secure transactions in Internet of Things, Artificial Intelligence, Blockchain, Computing and Security - Proceedings of the International Conference on Artificial Intelligence, Blockchain, Computing and Security, ICABCS,2023.

Book

Year : 2020

A Stochastic Operational Matrix Method for Numerical Solutions of Multi-dimensional Stochastic Itô-Volterra Integral Equations

Cite this Research Publication : S. Singh, S. Saha Ray, “A Stochastic Operational Matrix Method for Numerical Solutions of Multi-dimensional Stochastic Itô-Volterra Integral Equations”, Random Operators and Stochastic Equations, 28(3), pp. 209-216. (2020)

Publisher : Random Operators and Stochastic Equations

Qualifications
2015  2020  Ph.D. 

National Institute of Technology Rourkela, India 

Dissertation Title: “Analytical and Numerical Solutions of Stochastic Integral and 

Differential Equations in Mathematical Modelling r.”

2013 – 2015  M. Sc. (Computational Finance) –  

Institute of Mathematics and Applications 

2010 – 2013  B. Sc (Mathematics) 

Stewart Science College, Cuttack, India  

Experience
April 2022 to Present  Assistant Professor, Amrita School of Engineering, Chennai Campus 
July 2016 – June 2018 Teaching Assistant (Part of Ph.D. program) Department of Mathematics, National Institute of Technology Rourkela.
Projects

Projects

NBHM 2017 – 2019 Analytical and Numerical Solutions of Riesz Fractional Partial Differential Equations Under Prof. Santanu Saha Ray, NIT Rourkela.

Technical Skills 

  • Matlab, Python, Mathematics 

 

 

Scholarships

Fellowships

  • 2017- 2019 Scholarship from NBHM Govt. of India.
Courses Taught
  • Differential Equation
  • Probability
  • Statistics
  • Numerical Analysis
  • Stochastic Process
Conferences
  1. November, 2018, International Conference on Applied and Computational Mathematics 2018, Department of Mathematics, IIT Kharagpur
  2. December, 2018, National Conference in Recent Advances in Mathematics and its Applications
Admissions Apply Now