Researcher

Fields of Research (FoR)

Artificial Intelligence and Image Processing, Engineering Design, Optimisation

Biography

Hemant Kumar Singh is an Associate Professor at the School of Engineering and Information Technology at the University of New South Wales (UNSW), Australia. He completed his PhD from UNSW in 2011 and B.Tech in Mechanical Engineering from Indian Institute of Technology (IIT) Kanpur in 2007. He worked with General Electric (GE) Aviation at John F. Welch Technology Centre as a Lead Engineer during 2011-13. His research interests include...view more

Hemant Kumar Singh is an Associate Professor at the School of Engineering and Information Technology at the University of New South Wales (UNSW), Australia. He completed his PhD from UNSW in 2011 and B.Tech in Mechanical Engineering from Indian Institute of Technology (IIT) Kanpur in 2007. He worked with General Electric (GE) Aviation at John F. Welch Technology Centre as a Lead Engineer during 2011-13. His research interests include development of evolutionary computation methods with a focus on engineering design optimization problems. He has over 120 refereed publications this area. He is the recipient of two ARC Discovery Project Grants (2019-22, 2022-24), Endeavour Australia Fellowship 2018 and Australia Bicentennial Fellowship 2016, among others.
More details are available at his personal webpage: http://www.mdolab.net/Hemant/.


My Grants

Selected competitive research grants 

  • ARC Discovery Project | Singh, Ray and Sinha, Evolutionary computation for expensive bilevel multiobjective problems, 2022-24.
  • ARC Discovery Project | Singh and Deb, Evolutionary computation for robust multi-objective engineering design, 2019-22.
  • Endeavour Fellowship by Australian Government Department of Education and Training | Singh, 2018-19.
  • University-industry collaborative grant with Staybil Pvt. Ltd. by APR Intern (formerly AMSI intern) program | Singh and Huynh, 2017-18.
  • US Office of Naval Research Grant | Abbass, ElSayed and Singh, 2018-20.
  • Australia-China Young Scientists Exchange Program by Australian Department of Industry, Innovation and Science and the Chinese Ministry of Science and Technology | Singh, 2017.
  • Australia-Germany Joint Research Cooperation Scheme by Universities Australia and DAAD | Singh, Bhattacharjee, Ray, Mostaghim and Moritz, 2017-2018.
  • Australian Bicentennial Fellowship by Menzies Centre for Australian Studies, Kings College London, UK | Singh, 2016.
  • Travel Grant by Ian Potter Foundation | Singh, 2016.

My Qualifications

  • PhD, University of New South Wales, Australia, 2011
  • B.Tech (Mechanical Engineering), Indian Institute of Technology, Kanpur, India, 2007

My Awards

Selected awards

  • World Congress on Structural and Multidisciplinary Optimization (WCSMO-11) ECR Fellowship, 2015.
  • Travel award by CASS (Contributing to Australian Scholarship and Science Foundation, 2015.
  • Above and beyond Award, GE Aviation, India: For enhancment of advanced data matching tool, 2012.
  • P3DT Quality cup, GE Aviation, India (team award):, For following ISO rigor in execution of projects, 2012.
  • The Australian Society for Defence Engineering Prize, UNSW Australia: Awarded to the most outstanding thesis by a postgraduate research student completing a Masters by research or a PhD in the School of Engineering and Information Technology, 2011.
  • Research presentation award, UNSW Australia: Annual faculty research day, 2010.
  • Research poster award (packer's prize), UNSW Australia: Annual faculty research day, 2010.

My Research Activities

My research interest lies broadly in developing efficient evolutionary computation methods for design optimization.  It encapsulates problems such as:

- Multi-/many-objective optimization and decision-making

- Constraint handling in evolutionary algorithms

- Bilevel optimization

- Computationally expensive/surrogate-assisted optimization

- Multi-concept optimization

 

 


My Research Supervision


Supervision keywords


Areas of supervision

Evolutionary Computation, Design Optimization, Evolutionary Multi-objective Optimization and decision-making, Constrained optimization, Bilevel Optimization


Currently supervising

Quang Nhat Huynh | PhD, primary supervisor

Kamrul Rahi | PhD, primary supervisor

Jacob Flanagan | Masters (research), joint-supervisor

Rounak Saha Niloy | Masters (research), primary supervisor

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Past students:

Kamrul Hasan Rahi | Masters (research), primary supervisor. Currently doctoral student with UNSW Canberra, Australia

Mohammad Mohiuddin Mamun | PhD, co-supervisor, graduated 2021. Currently with Ford

Dael Liddicoat | Masters (research), co-supervisor, graduated 2021. Currently with Australian Defence Force

Ahsanul Habib | Phd, co-supervisor, graduated 2019. Currently Data Analyst with Murray-Darling Basin Authority.

Shelvin Chand | PhD, primary supervisor, graduated 2018. Currently Operations Research Analyst with Dominos Pizza Enterprises Ltd., Australia

Kalyan Shankar Bhattacharjee | Phd, co-supervisor, graduated 2018. Currently Senior Manager (Data Science, Asia Pacific) with Johnson and Johnson

Monjurul Islam | Phd, primary supervisor, graduated 2018. Currently Lecturer with CIT, Australia

Marwa Hassan | Masters (research), co-supervisor, graduated 2017. Currently Lecturer with UNSW Canberra, Australia

Liu Min | Phd, co-supervisor, graduated 2014. Currently Transportation Engineer with Transurban, Australia


My Teaching

ZEIT 3500 Engineering Structures

ZEIT 3700 Mechanical Design 1

ZEIT 4700 Mechanical Design 2

 

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Location

Room 103, Building 20,
School of Engineering and Information Technology,
The University of New South Wales,
Australian Defence Force Academy,
Canberra ACT 2610, AUSTRALIA

Contact

+61 2 5114 5206