Researcher

Keywords

Fields of Research (FoR)

Computational Heat Transfer, Computational Fluid Dynamics, Heat and Mass Transfer Operations, Environmental Engineering not elsewhere classified, Fire Management

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Biography

Dr Maryam Ghodrat is a Senior Lecturer and leader of  two research teams  Heat Transfer and Combustion  and  Adaptive Design for Resilient Structures at School of Engineering and Technology, UNSW.  Her research is interdisciplinary and broadly focused on development of robust, scalable, and adaptive solution techniques for computational fluid dynamics, error estimation, parallel computation and design under uncertainty.  

As for experimental...view more

Dr Maryam Ghodrat is a Senior Lecturer and leader of  two research teams  Heat Transfer and Combustion  and  Adaptive Design for Resilient Structures at School of Engineering and Technology, UNSW.  Her research is interdisciplinary and broadly focused on development of robust, scalable, and adaptive solution techniques for computational fluid dynamics, error estimation, parallel computation and design under uncertainty.  

As for experimental research, Dr Ghodrat established and leads Pyrometric Laboratory at UNSW with several dedicated flame behaviour testing equipment to unravel the fundamental behaviour of materials, products and systems exposed to direct and indirect flame. She has also designed and built a modular subsonic combustion wind tunnel for visualisation of flame propagation at UNSW.  

Dr Ghodrats' research also focuses on the development of accurate physical and CFD models to advance new energy technologies for renewable fuels such as hydrogen and biomass. Her research spans various themes including :

  • Environmental heat & mass transfer 
  • Climate change impact on thermal systems
  • AI and hybrid methods in thermal analyses
  • Thermal management in sustainable buildings
  • Thermo-Fluid visualisation

 

Maryam is currently serving as the Engineering Work Experience (Work Integrated Learning) Coordinator at the School of Engineering and Technology, UNSW. She is actively contributing to the development of the school's new WIL program and aligning its policies with the newly implemented system.

 


My Grants

More than 250k of internal and 700 k of external competitive grants as lead or co-investigator in the past 5 years. 


My Qualifications

 

  • Doctor of Philosophy, University of New South  Wale, UNSW Sydney  (2014)
  • Master of Engineering ,University of New South Wale, UNSW Sydney (2010)

My Awards

  • Goldstar award for 2024, ARC-DP placed top 10%
  • Recognized as one of the top 2% of highly cited research scientists in the world by Stanford University and Elsevier (2024).
  • Goldstar award for 2023, ARC-DP placed top 10%
  • School of Engineering and Technology Publication award for outstanding research outcome  in 2022. 
  • Recognized as one of the top 2% of highly cited research scientists in the world by Stanford University and Elsevier (2023).
  • Goldstar award for 2022, ARC-DP placed top 10%
  • Best Paper Award, International Conference of Flow Dynamics (ICFD) conference, 2023
  • People choice award for my pitch on "Pyrometric Lab" , UNSW Pitch Night, 2023 
  • Researcher Development Awards for gender equity (WSU)
  • UNSW Postgraduate Research Support Scheme (PRSS) Conference Travel Grant
  • University Industry Postgraduate Award, the University of New South Wales

 


My Research Activities

Research Interest includes:

  • Environmental heat & mass transfer
  • Climate change impact on thermal systems
  • Urban AI, Built Environment and Climate change
  • AI and hybrid methods in thermal analyses
  • Cooling techs for batteries and fuel cells (Fire Safety Mitigation including detection in EV's Li Ion Batteries)
  • Thermal management in sustainable buildings
  • Energy-efficient thermal systems
  • Thermo-Fluid visualisation

 

Current research activities cover three broad and interdisciplinary fields :

Design for Extreme Environment

  • Application of data assimilation to risk and disaster management.
  • Fire Safety and Smart Building
  • Infrastructure and community resilience
  • Fire modeling including CFD and zone modeling;
  • Wind Engineering

Numerical simulation (CFD modeling)

  • Solution Verification
  • Mesh Adaptation
  • Shape Optimization
  • Code coupling
  • High-performance computing 

Emissions and pollution Transport Physics 

  • Numerical models in predicting atmospheric dispersion of pollutant.
  • Computational Fluid dynamic simulation of plume dispersion in Urban areas

 

Decarbonization of Energy Sector

Focused on application of CFD modeling and thermodynamic analysis in design and optimization of energy-efficient technologies

  • Hybrid renewable energy systems for net zero energy buildings (Thermodynamic analysis)
  • Co gasification of biomass and EVA from end of life solar panels (Numerical modeling and thermodynamic analysis)
  • Thermodynamic analysis of multi generation power system based on Hybrid renewable energy configurations

 


My Research Supervision


Supervision keywords


Areas of supervision

  • Computational methods in environmental fluid mechanics
  • Design for extreme environment
  • Numerical methods for coupled fluid flow, heat transfer and stress analysis 
  • Atmospheric Contaminant Transport
  • Physics Informed Machine Learning
  • Adaptation and transformation of building and infrastructure to natural and man-made disasters

Currently supervising

PhDs currently supervising:

  • Mostafa Ali  (Main supervisor)
  • Osman Eissa (Main supervisor)
  • Mahmoud Wally (Main supervisor)

 

Submitted/ ready to submit:

  • Mojtaba Ajorloo (Main supervisor)- Thesis submitted 
  • Amir Hossein Sabouri Shirazi (Main supervisor)- Thesis to be submitted in few months
  • Mohamad Sadeghi (Joint Supervisor)- Thesis to be submitted sin few months 
  • Ali Edalati Nejad (Joint Supervisor)- To be submitted in July 2025

 

Honour thesis as Main supervisor:

  1. Elise Kate Swann   (Thesis title :Flammability and Flame Resistance in Upholstered Furniture)
  2. Rohnan Scott         (Thesis title: Smouldering Combustion of Fiber Insulation Materials)
  3. Matthew Hordern    (Thesis title: Burning Behaviours of Polymeric Materials in Vehicle Furnishings)
  4. Jonathan Lu            (Thesis title : A Comparative Analysis of Thermal Performance of Firefighter Clothing)
  5. Philip L. Davies       (Thesis title: Numerical investigation of the effect of wind speed on wildfire interaction with an idealized building)

 

Bachelor of Technology thesis supervision:

  1. Hamish Jobling    (Thesis title: Assessing flame retardancy of fibre-reinforced epoxy resin composites for aerospace and aviation)
  2. Melvin Ding          (Thesis title: Post fire behaviour of aeronautical multi-layer polymer metal laminates)

 

Post Doctoral research fellow:

  • Dr Ao Li (current)
  • Dr Anan Du (past)

 

HDR completions (as main supervisor): 

  1. Juan Alonso
  2. Alvaro Alvarez
  3. Nirosh Nuwan Nammuni
  4. Olaoluwa Daniel Dawodu

 

Accepting PhD students.  

PhD positions are available for highly motivated candidate in materials , civil or mechanical engineering .  Knowledge and experience in working with OpenFOAM software is highly desirable.

Ideal candidates should have:

  • A four-year Bachelor's and two-years MSc degrees with high WAMs (minimum of 87%) and research experience from top institutions in the field of Mechanical or civil engineering
  • A track record of publications in top-ranked scholarly journals and presentations in peer-reviewed conferences; and,
  • Good interpersonal, communication, presentation and writing skills in English.

If you are interested in doing a PhD in my group , please send a copy of PDF combining your CV, Transcripts and English Test Results to m.ghodrat@unsw.edu.au 


My Engagement

  • Executive committee of Modelling and Simulation Society of Australia and New Zealand Inc. (MSSANZ)
  • Scientific committee member of 5th International Conference on Fluid Flow and Thermal Science (ICFFTS 2024), Portugal
  • Scientific committee member of International Conference on Fire Safety Engineering Research and Practice (iCFSERP-2024)
  • Scientific committee member of 5th Asia-Oceania Symposium on Fire Safety Materials Science and Engineering (2023, Sydney AUS)
  • Scientific committee member of Australian Combustion Symposium, 2023, Darwin, NT
  • Scientific committee member of Australian Fluid Mechanics Conference, Sydney, 2023
  • Mentor in International Association of Wildland Fire

     

 

In the Media:

UNSW Canberra pyrometric laboratory sets fire to protective clothing, car parts, building materials in bid to make them safer - ABC News

New 'fire lab' to help researchers develop better flame-resistant products (unsw.edu.au)

Urban Bushfires (youtube.com)

Warman returns to UNSW Canberra

Australia's healthcare industry battling 'devastating' level of waste, nurses and doctors say - ABC News

 

Memberships

Member of :

  • Australian Fluid Mechanics 
  • International association for fire safety science
  • International Association of Wildland Fire
  • Combustion Institute
  • Australian Institute of Energy
  • Women in High Performance Computing (WHPC)
  • Woman in Science and Engineering (WisE)
  • Science & Technology Australia
  • Women in Engineering @ UNSW 

My Teaching

I have taught in over 12 undergraduate and graduate courses, currently at UNSW and in previous academic roles at other universities

 

My current teaching at UNSW:

  1. Heat transfer and Refrigeration (ZEIT37010)
  2. Introduction to Mechanical and Aeronautical Engineering (ZEIT1504)- Course coordinator 
  3. Electrical and Mechanical plants (ZEIT4504)- Course coordinator 
  4. Engineering Mechanics (ZEIT1503)
  5. Engineering Research (ZEIT4500 and ZEIT4501)

 

Previously taught at UNSW:

  1. Mechanical and Electronic Design (ZEIT2501)
  2. Mechanics of Solids (CVEN2301)

 

 

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Location

Building 17, Room 130

Contact

+61 2 5114 5153

Research Activities

Lab head: Dr Maryam Ghodrat

Heat Transfer and Combustion Laboratory at School of Engineering and Technology, UNSW Canberra, is contributing new theories, models and computational tools for accurate engineering design and analysis of complex flows including heat transfer, combustion and related air pollution ,environmental fluid mechanics and decarbonization of the energy sector

 

Combustion presents…

 

Research Group lead: Dr Maryam Ghodrat 

"Adaptive design for resilient structure" research group at School of Engineering and Technology, UNSW Canberra, is contributing new theories, models and computational tools for  accurate engineering design of vulnerabilities of buildings and critical structure to natural hazards and man-made disasters"

 

Lab head: Dr Maryam Ghodrat

Leading by Dr Maryam Ghodrat, Pyrometric lab is UNSWs’ fire testing laboratory offering state of the art facilities and expertise to evaluate the fire performance of materials, products and systems under direct and indirect flame and radiative heat fluxes. 

The Pyrometric Lab is currently being used to investigate various fire phenomena such as ignition, heat release rate, and compartment fire based on actual testing. Multiple small- and intermediate-scale experimental…

Videos

New 'fire lab' to help researchers develop better flame-resistant products


UNSW Canberra’s Pyrometric Lab is the first of its kind in Australia and will allow researchers to study how different materials burn.

Published on the 04 October 2023 by Elliot Williams

After entering UNSW Canberra's mechanical engineering workshop and walking past the benches covered in lawnmower engines, you'll find yourself at the entrance to the university's brand new 'fire lab'.

The Pyrometric Laboratory (to give it its proper name) is the first of its kind in Australia. It’s chock full of brand new, state-of-the-art equipment that will allow researchers and students to set fire to all manner of materials - safely of course.

By observing these objects burn and measuring how they respond to fire, researchers hope to eventually develop a range of materials that are more flame resistant. This includes eco-friendly building materials and more protective uniforms for firefighters.

The lab’s lead researcher and senior lecturer in engineering, Maryam Ghodrat, said the lab’s main focus is to help save homes, businesses and, most importantly, lives from fire.

“We’re expecting to see bigger and more destructive bushfires as we continue to feel the effects of climate change,” Dr Ghodrat said.

“That means more homes and businesses will be impacted by fire and we want to make them as safe and resistant to fire as possible.
“By testing different materials in the Pyrometric Lab we can see how they respond to fire and which are the safest. Eventually, we hope this research will lead to the development of new materials that are more flame resistant than anything currently available.

“This research can inform Australian building standards so that homes built in bushfire prone areas are as protected as they possibly can be.”

But the lab won’t only focus on building materials.

Engineering honours students, Jonathan Lu and ADFA Navy Sub Lieutenant (SBLT) Matthew Hordern, are currently undertaking two research projects in the lab that could have far-reaching benefits for firefighters and the automotive industry.

UNSW Canberra students Jonathan Lu and Matthew Hordern in the Pyrometric Lab.
UNSW Canberra honours students Jonathan Lu and Matthew Hordern are among the first people to conduct experiments in the Pyrometric Lab. Image: UNSW Canberra
Jonathan’s research involves him burning a selection of fabrics from firefighter uniforms in the ‘burner box’; one of the new pieces of equipment that is the size of a large oven and can expose materials to direct flame.

He is testing fabric from a 2013 NSW Rural Fire Service jacket and also a current Fire and Rescue uniform, one that would be used in metropolitan firefighting.

“I’m observing how the different materials respond to direct flame, and I’m interested to see how that might have changed in the years between when these uniforms were manufactured,” Jonathan said.

“If we can get a better understanding of how quickly the fabric ignites and how fast the flame spreads, it will hopefully lead to being able to produce better, more fire-resistant uniforms.

“Firefighters go into extremely dangerous situations, so if we can do something to help keep them safer and potentially save lives then that’s an awesome achievement.”
Concurrently, SBLT Hordern is setting fire to different plastic car parts he salvages from wrecking yards around Canberra. He’s looking at an entry-level car (Honda Jazz), a mid-level (Ford Focus) and a high-end car (Range Rover).

“I’m taking plastic bits from inside the car, such as centre consoles, dashboards and ‘pleather’ seats, anything that might be in the immediate vicinity of people inside a car in an accident,” SBLT Hordern said.

“If a car catches fire in an accident, that’s obviously really dangerous considering the fuel and other chemicals. But I’m interested in what happens if the plastics catch fire, and what chemicals they emit when they burn that people could be exposed to.”

Jonathan Lu sets up an experiment in the burner box.
Jonathan Lu sets up an experiment in the burner box where a piece of firefighter clothing will be burned. Image: UNSW Canberra
In addition to the ‘burner box’, the lab is also stocked with a smouldering test device, an oxygen index analyser and a structural cohesion tester. It is the only lab in Australia to have all of this equipment in one location.

Jacob Ross, the laboratory technician overseeing the lab, said it had been a challenge to get up to speed with the new equipment.

“We acquired the equipment over the past 18 months and commissioning the different machines was a challenge that required a lot of research,” Mr Ross said.

“We had to ensure we met the specific requirements of each machine so we can have confidence in the results they produce. And all the relevant safety measures had to be put in place before the students and researchers could work with them.

“It’s been a great experience to work with such high-end equipment and support the important research that will be undertaken in this lab.”

Read more about the equipment in the Pyrometric Laboratory here: https://research.unsw.edu.au/projects/pyrometric-laboratory