profile

Dr. Neha Yadav

Assistant Professor

Dr. Neha Yadav recieved her PhD in Mathematics from Motilal Nehru National Institute of Technology, (MNNIT) Allahabad, India in year 2013. She completed her post doctorate from Korea University, Seoul, South Korea. She is receiver of Brain Korea (BK-21) postdoctoral fellowship given by Government of Republic of Korea. Prior to joining NIT Hamirpur, she taught courses and conducted research at BML Munjal University, Gurugram, Korea University Seoul , S. Korea and The NorthCap University, Gurugram. Her major research area includes, Numerical solution of boundary value problems, artificial neural networks and Optimization.

Name : Dr. Neha Yadav
Designation : Assistant Professor
Department : Mathematics & Scientific Computing
Qualification : PhD (Mathematics)
Phone : 254102
Email ID : nyadav@nith.ac.in
Google Scholar Link : View

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General Information



Name : Dr. Neha Yadav
Designation : Assistant Professor
Department : Mathematics & Scientific Computing
Qualification : PhD (Mathematics)
Date of Birth : 14/10/1988
Date of joining : 11/12/2018

Contact Details

Phone : 254102
Email ID : nyadav@nith.ac.in

Specialization

Numerical Analysis and Soft computing techniques

Position Held



Position Department Name Institute Name Time Period

Educational Qualification



Name of the Degree Year of Passing Institute/University
PhD (Mathematics) 2013 Motilal Nehru National Institute of Technology, Allahabad
M.Sc. (Mathematical Science with specialization in Statistics) 2009 Banasthali University, Jaipur, Rajsathan
B.Sc. (Mathematics) 2007 Dr. R.M.L. Awadh University, Faizabad

Honors & Recognitions Achieved



Sr.No. Title Activity Given By Year
1 Excellent Paper Award Presentation of a research paper at Korean Society of Civil Engineers 2015 convention, Seoul Korean Society of Civil Engineers, South Korea 2015
2 Brain Korea-21 Post doctoral fellowship Post doctoral fellowship Government of Republic of Korea, South Korea 2015
3 Post doctoral Fellowship Post doctoral in Mathematics National Board of Higher Mathematics (NBHM),DAE India 2015
4 Travel Grant Award To attend and present paper at “25th Biennial Conference on Numerical Analysis” held at University of Strathclyde, Glasgow, U.K. National Board of Higher Mathematics (NBHM),DAE and CSIR India 2013
5 Summer Research Fellowship Summer Research Fellow Jointly sponsored by IASc (Bangalore), INSA (New Delhi) and NASI (Allahabad). 2008

Research Experience



Research Interests : Numerical solution of Differential Equation using Artificial Neural Network technique, Meta heuristic Optimization , Soft Computing
Brief Research Statement :

Journal Publications



Year Author(s) Title & Vol. No. Journal Name Indexing (SCI) Web of Science/Scopus
2010 Manoj Kumar, Neha Yadav Multilayer perceptrons and radial basis function neural network methods for the solution of differential equations: a survey, Vol. 62 Issue 10, pp. 3796-3811 Computers and Mathematics with Applications, Elsevier SCI (Impact Factor 2.811)
2013 Manoj Kumar, Neha Yadav Buckling analysis of beam column using Multilayer perceptron neural network technique, Vol. 30 Issue 10 pp. 3188-3204 Journal of the Franklin Institute , Elsevier SCI (Impact Factor 3.653)
2015 Manoj Kumar, Neha Yadav Numerical Solution of Bratu’s problem using Multilayer Perceptron neural network method, Vol. 38 Issue 5, pp. 425-428 National Academy Science Letters, Springer SCI (Impact Factor 0.331)
2017 Neha Yadav, Anupam Yadav, Manoj Kumar, Joong Hoon Kim An Efficient Algorithm based on Artificial neural network technique for solving Troesch’s problem, Vol. 28 Issue 1, pp. 171-178 Neural Computing and Applications, Springer SCI (Impact Factor 4.664)
2016 Neha Yadav, Anupam Yadav, Joong Hoon Kim Numerical solution of unsteady advection dispersion equation arising in contaminant transport in Porous media using neural networks, Vol. 72 Issue 4, pp. 1021-1030 Computers and Mathematics with Applications, Elsevier SCI (Impact Factor 2.811)
2018 Neha Yadav, Kevin Stanley McFall, Manoj Kumar, Joong Hoon Kim A length factor artificial neural network method for the numerical solution of the advection dispersion equation characterizing the mass balance of fluid flow in a chemical reactor, Vol. 30 Issue 3, pp. 917-924 Neural Computing and Applications, Springer SCI (Impact Factor 4.664)
2017 Ali Sadollah, Neha Yadav, Kaizhou Gao, Rong Su Metaheuristic Optimization methods for approximate solving of singular boundary value problems, Vol. 29 Issue 4, pp. 823-842 Journal of Experimental and Theoretical Artificial Intelligence, Taylor & Francis SCI (Impact Factor 2.111)
2019 Anupam Yadav, Ali Sadollah, Neha Yadav, Joong Hoon Kim Self-adaptive global mine blast algorithm for numerical optimization Neural Computing and Applications, Springer SCI (Impact Factor 4.664)
2019 Hassan Sayyaadi, Ali Sadollah, Anupam Yadav, Neha Yadav Stability and iterative convergence of water cycle algorithm for computationally expensive and combinatorial Internet shopping optimisation problems Journal of Experimental and Theoretical Artificial Intelligence, Taylor & Francis SCI (Impact Factor 2.111)

Conference Publications



Year Author(s) Title Conference name with place Indexing (SCI/Web of science/Scopus)
2018 Hitkul, Karmanya Agarwal, Maheshwar Dwivedy, Neha Yadav A comparative study of Machine Learning Algorithms for prior prediction of UFC Fights 4th International Conference on Harmony search, Soft computing and Applications (ICHSA 2018), Gurugram, India Feb 07-09, 2018 Publisher: Springer Scopus
2017 Neha Yadav, Anupam Yadav, Joong Hoon Kim Numerical Solution of Boundary Value Problems Using Artificial Neural Networks and Harmony Search 3rd International Conference on Harmony search Algorithm (ICHSA 2017) , Technalia University, Bilbao, Spain Feb 22-24, 2017 Publisher: Springer Scopus
2017 Anupam Yadav, Neha Yadav, Joong Hoon Kim A Comparative Study of Exploration Ability of Harmony Search Algorithms 3rd International Conference on Harmony search Algorithm (ICHSA 2017) , Technalia University, Bilbao, Spain Feb 22-24, 2017 Publisher: Springer Scopus
2015 Neha Yadav, Anupam Yadav, Joong Hoon Kim Numerical solution of a class of singular boundary value problems arising in physiology based on neural networks 5th International Conference on Soft computing for Problem Solving (SocPros 2015), IIT Roorkee Saharnpur Campus Dec 18-20, 2015 Publisher: Springer Scopus
2015 Anupam Yadav, Neha Yadav, Joong Hoon Kim A study of harmony search algorithms for: trajectory, convergence and stability 2nd International Conference on Harmony search Algorithm (ICHSA 2015) , Korea University, Seoul, South Korea Aug 19-21, 2015 Publisher: Springer Scopus
2014 Neha yadav, Anupam Yadav, Kusum deep Artificial Neural Network Technique for the Solution of Non-Linear Elliptic Boundary Value Problems 4th International Conference on Soft computing for Problem Solving (SocPros 2014), NIT Silchar, India Dec 27-29, 2014 Publisher: Springer Scopus

Research Projects



Role Project Type Title Funding Agency From To Amount Status Co-Investigator Sanction Order Sanction Date

Research Supervision



Programme Name Scholar Name Research Topic Status Year Co-Suprivisor(s)
Ph.D Harender Kumar Numerical Solution of differential equations using ANN Under Progress 2019 NIL

Patents



Title Reg./Ref.No. Date of Award/Filling Awarding Agencies Status

Teaching Experience



Position Held Department and Organization From To Total Experience
Assistant Professor Department of Mathematics, NorthCap University, Gurugram 07/08/2013 31/03/2015 1 Year 7 Months
Research Professor School of Civil Environmental and Architectural Engineering, Korea University, Seoul, S. Korea 01/08/2016 31/12/2016 05 Months
Assistant Professor Department of Mathematics, BML Munjal University, Gurugram 31/01/2017 10/12/2018 1 Year 10 Months
Guest Faculty Department of Mathematics, Motilal Nehru National Institute of Technology, Allahabad 22/07/2009 15/12/2009 05 Months

Administrative Experience



Position Held Department and Organization From To
Assistant Warden Parvati Girls Hostel 25/03/2019 30/09/2019
Assistant Faculty Incharge Alumni Affairs 10/04/2019 31/07/2020
Convener DUGC Mathematics 08/04/2019
OIC Training & Placement Department of Mathematics 08/04/2019

Book/Chapters Written



Type Title Publisher Author(s) ISBN/ISSN No. Year
Book An introduction to neural network method for solution of differential equations Springer Netherlands Neha Yadav, Anupam Yadav, Manoj Kumar 978-94-017-9815-0 2015
Book Edited (Two volumes) Harmony Search and Nature Inspired Optimization Algorithms, Theory and Applications ICHSA 2018 Springer Singapore Neha Yadav, Anupam Yadav, Jagdish Chand Bansal, Joong Hoon Kim 978-981-13-0760-7 2019
Book Edited Recent Trends in Communication and Intelligent Systems: Proceedings of ICRTCIS 2019 Springer Harish Sharma, Aditya Kumar Singh Pundir, Neha Yadav, Ajay Sharma, Swagatam Das 978-981-15-0425-9 2019

Expert Talks



Title Place Year Description of Event
Introduction to neural network method and Harmony search Algorithm for solution of differential equation Problems D.A.V. College, Jalandhar 2018 Faculty Development Programme on “Advances in Computational Sciences” sponsored by University Grants Commission, New Delhi and Soft Computing Research Society (SCRS), October 24-28, 2018
Introduction to Artificial Neural Networks and it's Application Geetanjali Institute of Science & Technology Udaipur, Rajasthan 2018 TEQIP III sponsored Faculty development program on "Research Innovation in Technology" , Sep 15-16, 2018
Introduction to Artificial Neural Networks and it's Application Government Engineering College Jhalawar, Jhalawar, Rajasthan 2018 TEQIP III sponsored Faculty development program on "Recent Developments in Soft computing techniques for Engineering Applications" , May 14-18, 2018
Neural Network and its application (with practical demonstration) Institute of Engineering & Technology, Lucknow 2018 Faculty Development Programme on " Soft Computing Approaches and its Applications" TEQIP sponsored, March 12-16, 2018
Introduction to Neural Network method and practical demonstration for solving differential equation problems NorthCap University, Gurugram 2014 Workshop on Soft Computing Techniques using Matlab, March 2014

Consultancy



Title of Consultancy Client Organization Faculty Involved Amount(INR) Status

International and National Exposure



Sr.No. Title Description
1 Research Professor Worked as Post-doctoral fellow at School of Civil, Environmental & Architectural Engineering, Korea University Seoul, South Korea during April 01, 2015 to Sep 30, 2016.

Conferences/Courses Organized



Category Type Title Venue From To Designation
conference International 4th International Conference on Harmony search, Soft computing and Applications (ICHSA 2018) BML Munjal University, Gurugram, India 07/02/2018 09/02/2018 Convener & Organizing Chair

Profile Summary

Last Update: 22/10/2020 05:40pm
Logo
Name : Dr. Neha Yadav
Designation : Assistant Professor
Department : Mathematics & Scientific Computing
Qualification : PhD (Mathematics)
Phone : 254102
Email ID : nyadav@nith.ac.in
Profile URL : https://portfolios.nith.ac.in/index.php?/nith/dr-neha-yadav-
Date of Birth : 14/10/1988
Date of Joining : 11/12/2018

Specialization

Numerical Analysis and Soft computing techniques

Education Qualification


Name of the Degree Year of Passing Institute/University
PhD (Mathematics) 2013 Motilal Nehru National Institute of Technology, Allahabad
M.Sc. (Mathematical Science with specialization in Statistics) 2009 Banasthali University, Jaipur, Rajsathan
B.Sc. (Mathematics) 2007 Dr. R.M.L. Awadh University, Faizabad

Teaching Experience


Programme Name Department And Organization From To Total Experience
Assistant Professor Department of Mathematics, NorthCap University, Gurugram 07/08/2013 31/03/2015 1 Year 7 Months
Research Professor School of Civil Environmental and Architectural Engineering, Korea University, Seoul, S. Korea 01/08/2016 31/12/2016 05 Months
Assistant Professor Department of Mathematics, BML Munjal University, Gurugram 31/01/2017 10/12/2018 1 Year 10 Months
Guest Faculty Department of Mathematics, Motilal Nehru National Institute of Technology, Allahabad 22/07/2009 15/12/2009 05 Months

Administrative Experience


Position Held Department And Organization From To
Assistant Warden Parvati Girls Hostel 25/03/2019 30/09/2019
Assistant Faculty Incharge Alumni Affairs 10/04/2019 31/07/2020
Convener DUGC Mathematics 08/04/2019
OIC Training & Placement Department of Mathematics 08/04/2019

Research Experience

Research Interests : Numerical solution of Differential Equation using Artificial Neural Network technique, Meta heuristic Optimization , Soft Computing
Brief Research Statement :

Research Projects


Role Project Type Title Funding Agency From To Amount Status Co-Investigator Sanction OrderSanction Date

Journal Publications


Year Author(s) Journal Name Title & Vol. No. Indexing (SCI/Web of science/Scopus)
2010 Manoj Kumar, Neha Yadav Computers and Mathematics with Applications, Elsevier Multilayer perceptrons and radial basis function neural network methods for the solution of differential equations: a survey, Vol. 62 Issue 10, pp. 3796-3811 SCI (Impact Factor 2.811)
2013 Manoj Kumar, Neha Yadav Journal of the Franklin Institute , Elsevier Buckling analysis of beam column using Multilayer perceptron neural network technique, Vol. 30 Issue 10 pp. 3188-3204 SCI (Impact Factor 3.653)
2015 Manoj Kumar, Neha Yadav National Academy Science Letters, Springer Numerical Solution of Bratu’s problem using Multilayer Perceptron neural network method, Vol. 38 Issue 5, pp. 425-428 SCI (Impact Factor 0.331)
2017 Neha Yadav, Anupam Yadav, Manoj Kumar, Joong Hoon Kim Neural Computing and Applications, Springer An Efficient Algorithm based on Artificial neural network technique for solving Troesch’s problem, Vol. 28 Issue 1, pp. 171-178 SCI (Impact Factor 4.664)
2016 Neha Yadav, Anupam Yadav, Joong Hoon Kim Computers and Mathematics with Applications, Elsevier Numerical solution of unsteady advection dispersion equation arising in contaminant transport in Porous media using neural networks, Vol. 72 Issue 4, pp. 1021-1030 SCI (Impact Factor 2.811)
2018 Neha Yadav, Kevin Stanley McFall, Manoj Kumar, Joong Hoon Kim Neural Computing and Applications, Springer A length factor artificial neural network method for the numerical solution of the advection dispersion equation characterizing the mass balance of fluid flow in a chemical reactor, Vol. 30 Issue 3, pp. 917-924 SCI (Impact Factor 4.664)
2017 Ali Sadollah, Neha Yadav, Kaizhou Gao, Rong Su Journal of Experimental and Theoretical Artificial Intelligence, Taylor & Francis Metaheuristic Optimization methods for approximate solving of singular boundary value problems, Vol. 29 Issue 4, pp. 823-842 SCI (Impact Factor 2.111)
2019 Anupam Yadav, Ali Sadollah, Neha Yadav, Joong Hoon Kim Neural Computing and Applications, Springer Self-adaptive global mine blast algorithm for numerical optimization SCI (Impact Factor 4.664)
2019 Hassan Sayyaadi, Ali Sadollah, Anupam Yadav, Neha Yadav Journal of Experimental and Theoretical Artificial Intelligence, Taylor & Francis Stability and iterative convergence of water cycle algorithm for computationally expensive and combinatorial Internet shopping optimisation problems SCI (Impact Factor 2.111)

Conference Publications


Year Author(s) Conference Title Indexing
2018 Hitkul, Karmanya Agarwal, Maheshwar Dwivedy, Neha Yadav 4th International Conference on Harmony search, Soft computing and Applications (ICHSA 2018), Gurugram, India Feb 07-09, 2018 Publisher: Springer A comparative study of Machine Learning Algorithms for prior prediction of UFC Fights Scopus
2017 Neha Yadav, Anupam Yadav, Joong Hoon Kim 3rd International Conference on Harmony search Algorithm (ICHSA 2017) , Technalia University, Bilbao, Spain Feb 22-24, 2017 Publisher: Springer Numerical Solution of Boundary Value Problems Using Artificial Neural Networks and Harmony Search Scopus
2017 Anupam Yadav, Neha Yadav, Joong Hoon Kim 3rd International Conference on Harmony search Algorithm (ICHSA 2017) , Technalia University, Bilbao, Spain Feb 22-24, 2017 Publisher: Springer A Comparative Study of Exploration Ability of Harmony Search Algorithms Scopus
2015 Neha Yadav, Anupam Yadav, Joong Hoon Kim 5th International Conference on Soft computing for Problem Solving (SocPros 2015), IIT Roorkee Saharnpur Campus Dec 18-20, 2015 Publisher: Springer Numerical solution of a class of singular boundary value problems arising in physiology based on neural networks Scopus
2015 Anupam Yadav, Neha Yadav, Joong Hoon Kim 2nd International Conference on Harmony search Algorithm (ICHSA 2015) , Korea University, Seoul, South Korea Aug 19-21, 2015 Publisher: Springer A study of harmony search algorithms for: trajectory, convergence and stability Scopus
2014 Neha yadav, Anupam Yadav, Kusum deep 4th International Conference on Soft computing for Problem Solving (SocPros 2014), NIT Silchar, India Dec 27-29, 2014 Publisher: Springer Artificial Neural Network Technique for the Solution of Non-Linear Elliptic Boundary Value Problems Scopus

Book/Chapters Written


Type (Book/Chapter) Author(s) Title Publisher ISBN/ISSN No. Year
Book Neha Yadav, Anupam Yadav, Manoj Kumar An introduction to neural network method for solution of differential equations Springer Netherlands 978-94-017-9815-0 2015
Book Edited (Two volumes) Neha Yadav, Anupam Yadav, Jagdish Chand Bansal, Joong Hoon Kim Harmony Search and Nature Inspired Optimization Algorithms, Theory and Applications ICHSA 2018 Springer Singapore 978-981-13-0760-7 2019
Book Edited Harish Sharma, Aditya Kumar Singh Pundir, Neha Yadav, Ajay Sharma, Swagatam Das Recent Trends in Communication and Intelligent Systems: Proceedings of ICRTCIS 2019 Springer 978-981-15-0425-9 2019

Research Supersion


Programme Name Scholar Name Research Topic Status Year Co-Superivisor(s)
phd Harender Kumar Numerical Solution of differential equations using ANN Under Progress 2019 NIL

Patents


Name Reg./Ref.No. Date of Award/Filling Awarding Agencies Status

Conferences/Workshop/Courses Organized


Category Type Title Venue From To Designation
conference International 4th International Conference on Harmony search, Soft computing and Applications (ICHSA 2018) BML Munjal University, Gurugram, India 07/02/2018 09/02/2018 Convener & Organizing Chair

Expert Talks


Title Place Year Description of Event
Introduction to neural network method and Harmony search Algorithm for solution of differential equation Problems D.A.V. College, Jalandhar 2018 Faculty Development Programme on “Advances in Computational Sciences” sponsored by University Grants Commission, New Delhi and Soft Computing Research Society (SCRS), October 24-28, 2018
Introduction to Artificial Neural Networks and it's Application Geetanjali Institute of Science & Technology Udaipur, Rajasthan 2018 TEQIP III sponsored Faculty development program on "Research Innovation in Technology" , Sep 15-16, 2018
Introduction to Artificial Neural Networks and it's Application Government Engineering College Jhalawar, Jhalawar, Rajasthan 2018 TEQIP III sponsored Faculty development program on "Recent Developments in Soft computing techniques for Engineering Applications" , May 14-18, 2018
Neural Network and its application (with practical demonstration) Institute of Engineering & Technology, Lucknow 2018 Faculty Development Programme on " Soft Computing Approaches and its Applications" TEQIP sponsored, March 12-16, 2018
Introduction to Neural Network method and practical demonstration for solving differential equation problems NorthCap University, Gurugram 2014 Workshop on Soft Computing Techniques using Matlab, March 2014

Consultancy


Title of Consultancy Client Organization Faculty Involved Amount(INR) Status

International and National Exposure


Sr.No. Title Description
1 Research Professor Worked as Post-doctoral fellow at School of Civil, Environmental & Architectural Engineering, Korea University Seoul, South Korea during April 01, 2015 to Sep 30, 2016.

Honors & Recognitions Achieved


Sr.No. Title Activity Given By Year
1 Excellent Paper Award Presentation of a research paper at Korean Society of Civil Engineers 2015 convention, Seoul Korean Society of Civil Engineers, South Korea 2015
2 Brain Korea-21 Post doctoral fellowship Post doctoral fellowship Government of Republic of Korea, South Korea 2015
3 Post doctoral Fellowship Post doctoral in Mathematics National Board of Higher Mathematics (NBHM),DAE India 2015
4 Travel Grant Award To attend and present paper at “25th Biennial Conference on Numerical Analysis” held at University of Strathclyde, Glasgow, U.K. National Board of Higher Mathematics (NBHM),DAE and CSIR India 2013
5 Summer Research Fellowship Summer Research Fellow Jointly sponsored by IASc (Bangalore), INSA (New Delhi) and NASI (Allahabad). 2008