profile
Dr. Neha Yadav
Assistant ProfessorDr. 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 |
Resume Not Available..
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
| 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 Order | Sanction 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 |