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Dr Maryam Ghodrat is a Senior Lecturer specialised in thermal fluid and energy system with key focus on combustion science for safety and climate change impact on thermal systems. She is leading two research teams Advanced Battery Safety Group (ABS) and Adaptive Design for Resilient Infrastructures at School of Engineering and Technology, UNSW Canberra with a team of 5 PhD students, one RA and 7 honour students. Her research is...view more
Dr Maryam Ghodrat is a Senior Lecturer specialised in thermal fluid and energy system with key focus on combustion science for safety and climate change impact on thermal systems. She is leading two research teams Advanced Battery Safety Group (ABS) and Adaptive Design for Resilient Infrastructures at School of Engineering and Technology, UNSW Canberra with a team of 5 PhD students, one RA and 7 honour students. Her research is interdisciplinary, focusing on the development of robust, scalable, and adaptive strategies to mitigate fire damage to infrastructures through effective design, construction, and use of fire resistance materials.
In 2021, Dr Ghodrat established and leads Pyrometric Laboratory 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 supervised the built of a modular subsonic combustion wind tunnel for visualisation of flame propagation to assess Wildland Urban Interface fire scenarios.
My Grants
Chief Investigator (CI) of five competitive Category 1 grants (including two ARC ITRHs) and four Category 2 grants.
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
Dr Maryam Ghodrat has received several highly competitive institutional, national, and global awards celebrating her research impact, academic publications, and public advocacy.
Her awards span elite research citations, conference performance, and gender equity advocacy:
Global Citations & Research Impact
- Top 2% Highly Cited Scientist Worldwide (2023, 2024): Dr Ghodrat was named in the prestigious global index compiled by Stanford University and Elsevier. This recognizes her as being among the top echelon of most-cited mechanical and thermal engineering researchers globally.
- ARC Discovery Project Goldstar Awards (2022, 2023, 2024): She received consecutive Goldstar awards from UNSW for her Australian Research Council (ARC) Discovery Project proposals. This internal funding is highly selective, explicitly awarded to research proposals evaluated by the ARC to be in the top 10% nationwide.
Scientific & Presentation Excellence
- Best Paper Award (2023): Awarded at the International Conference of Flow Dynamics (ICFD) for her cutting-edge thermal fluid systems research.
- People's Choice Award (2023): Won during the UNSW Pitch Night for her captivating presentation on the real-world safety impacts and capabilities of her self-founded Pyrometric Lab.
- Publication Award for Outstanding Research Outcome (2022): Conferred by the UNSW School of Engineering and Technology to celebrate her top-tier journal outputs.
- Diversity & Inclusion Advocacy
- Researcher Development Award for Gender Equity: Awarded during her tenure at Western Sydney University (WSU) to support and progress women working within heavily male-dominated STEM and engineering departments.
My Research Activities
Core Research Leadership Roles & Laboratories
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Pyrometric Laboratory :Dr Ghodrat established this dedicated fire testing facility at UNSW in 2021. Her team uses specialised testing equipment, including burner box, smouldering test device, Oxygen Index Analyser and structural cohesion tester, to study flame propagation and how emerging materials respond to direct flame exposure and radiative heat fluxes.
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Advanced Battery Safety Group (ABS) : Formed and currently leads this research team investigating thermal management and safety of next‑generation energy storage systems, with a focus on thermal runaway behaviour in emerging battery chemistries.
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Adaptive Design for Resilient Infrastructures :Heads this initiative to develop robust, scalable, and adaptive structural designs capable of withstanding severe fire damage and extreme environmental conditions.
Key Research Areas
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Material Fire Behaviour: Examines fire‑spread rates, smoke production, smouldering combustion, and toxic gas emissions (CO/CO₂) in flame‑retardant materials, nanocomposites, and bio‑based insulations.
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Sustainable & Renewable Energy: Develops physical and Computational Fluid Dynamics (CFD) models to advance clean technologies involving hydrogen, biomass, and thermal management in sustainable buildings.
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Wildland–Urban Interface (WUI) Fires: Investigates home ignitability mechanisms and how wind‑driven wildfires interact with complex physical environments.
Innovations
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Custom Modular Subsonic Combustion Wind Tunnel: Conceptualised, designed, and supervised the construction of a modular subsonic combustion wind tunnel. This facility enables researchers to visualise convective heat flows and flame propagation, supporting advanced simulation and prediction of WUI fire hazards.
Expertise & Applications
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Fluid Mechanics & CFD: Applies fluid mechanics theory, Computational Fluid Dynamics (CFD) modelling, and laboratory testing to analyse multiphase turbulent flows, ignition mechanics, and fire‑driven thermal phenomena.
Research Applications
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Design for Extreme Environments
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Infrastructure and Community Resilience
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Data Assimilation for Risk & Disaster Management
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Li‑ion Battery & Large‑Scale Energy Storage Safety
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AI‑Enhanced Battery Design
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Thermal‑Intelligent Batteries
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Fire Modelling (CFD and Zone Modelling)
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Wildland–Urban Interface Fire Modelling & Experimental Analysis
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AI & Hybrid Methods in Fire Sensing
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Safe Infrastructure Design
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Climate‑Responsive Infrastructure Systems
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Environmental Digital Twins for Coupled Natural–Built Systems
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Emission & Pollution Transport Physics
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Atmospheric Dispersion Modelling
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Fire Safety Design
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Performance‑Based Fire Safety Engineering
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Fire Safety & Thermal Management of Emerging Batteries
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Fire Safety of Modular Construction
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Building Fire Safety Strategy Development
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Fire Safety Analysis of New Materials
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Mitigation of Fire Damage Through Design & Material Selection
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Fire Safety & Smart Buildings
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Enhancing Building Resilience to Fire
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Decarbonisation of the Energy Sector
My Research Supervision
Supervision keywords
Areas of supervision
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Battery Energy Storage Systems Safety :Thermal‑runaway modelling, failure diagnostics, vent‑gas combustion, and risk analysis of emerging Li‑ion and solid‑state chemistries.
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Clean Energy Safety : Safety engineering for hydrogen, solar PV, biomass systems, and renewable‑energy infrastructure.
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Solar Rooftop PV Safety :Fire‑risk assessment, thermal behaviour, and fault‑detection modelling for rooftop photovoltaic installations.
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Hydrogen Safety :Ignition modelling, leak detection, dispersion analysis, and CFD‑based explosion mitigation for hydrogen systems.
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Biomass Gasification & Pyrolysis : Thermochemical conversion modelling, emissions characterisation, and reactor‑scale thermal analysis.
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AI & Hybrid Methods in Fire Sensing : Deep learning, physics‑informed AI, and sensor‑fusion approaches for early fire detection and hazard prediction.
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Design for Extreme Environments :Structural and thermal design for high‑temperature, high‑wind, and fire‑prone environments.
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Physics‑Informed Machine Learning : Hybrid ML–CFD frameworks for prediction, optimisation, and hazard modelling in complex thermo‑fluid systems.
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Climate & Disaster‑Resilient Infrastructure :Adaptation and transformation of buildings and infrastructure to withstand natural and human‑induced disasters.
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Fire Safety of Emerging Batteries : Fire‑propagation modelling, vent‑gas ignition, and mitigation strategies for next‑generation energy‑storage systems.
Currently supervising
- Currently supervising 5 PhD candidates as primary and joint supervisor.
- PhD graduated at UNSW: 4
- Post doctoral research fellows:
Current:
- Randy Ncube (Current- Mobility fellowship)
- Osman Eissa (Current- Mobility fellowship)
- Ali Edalati (Research Associate)
Past:
- Anan Du (past)
- Ao Li (past)
Supervision record:
- Supervised 13 Honour theses as Main supervisor. 2 Current
- Supervised 4 Bachelor of Technology theses.
- Mentored 4 ECRs (PostDoctoral research fellow)
- HDR completions in other universities: 4 HDRs
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
- Co Chair and Program lead : Australian Fluid Mechanics Conference, 2024, Canberra , Australia
- Guest Editor , International Journal of Heat and Fluid Flow (Proceeding of AFMC34 conference)
- Editorial board of Scientific Reports /Nature Communication journal
- Editorial board of Frontier in Mechanical Engineering
- Editorial board of Journal of Fire
- Editorial board of Journal of Energies
- 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
Equity, Diversity & Inclusion Leadership
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Co‑Chair, YoWIE 2025 : Provides leadership for UNSW Canberra’s flagship outreach program for young women in Years 9–12, shaping program direction, speaker engagement, and participant experience.
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Mentorship & Representation : Serves as an inspirational academic mentor and guest speaker, sharing her engineering career pathway, challenging gender stereotypes, and building STEM confidence among high‑school participants.
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Hands‑On Engineering Demonstrations: Leads interactive laboratory activities drawing on her role as Head of the UNSW Pyrometric Laboratory, demonstrating real‑world applications of maths, physics, and engineering design.
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STEM Pipeline Development: Uses the YoWIE platform to strengthen recruitment and long‑term advancement of women in engineering, fostering an inclusive environment that supports future female leaders in technical disciplines.
Institutional Governance
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UNSW Academic Board Member: Serves as a UNSW Canberra faculty representative on the University‑wide Academic Board, the peak academic governance body responsible for safeguarding academic standards, curriculum integrity, assessment policy, and research quality across all faculties. Her contributions support evidence‑based decision‑making and uphold the University’s academic excellence.
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Faculty Board Member : Has been serving on the UNSW Canberra Faculty Board , providing academic quality assurance, and strategic alignment across the School.
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University‑wide Policy Stewardship: Contributes to the development, review, and refinement of major academic policies and procedures, ensuring compliance with TEQSA standards and alignment with sector best practice.
In the Media:
New 'fire lab' to help researchers develop better flame-resistant products (unsw.edu.au)
Warman returns to UNSW Canberra
Professional Memberships
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International Association for Fire Safety Science (IAFSS): Engages with the global fire‑safety research community, contributing expertise in lithium‑ion battery hazards, thermal‑runaway science, and fire‑contamination research.
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International Association of Wildland Fire : Participates in international networks focused on wildland fire behaviour, ignition science, and environmental fire risk mitigation.
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Combustion Institute: Member of the leading international body for combustion research, supporting knowledge exchange in thermal sciences, fire dynamics, and energy systems.
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Australian Institute of Energy: Contributes to national discussions on sustainable energy systems, thermal processes, and emerging technologies in Australia’s energy sector.
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Women in High Performance Computing (WHPC): Supports diversity and inclusion in computational engineering and modelling, advocating for equitable participation of women in HPC‑enabled research.
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Women in Engineering @ UNSW: Supports UNSW initiatives that strengthen participation, retention, and advancement of women in engineering through outreach, mentoring, and leadership activities.
My Teaching
I have taught in over 12 undergraduate and graduate courses, currently at UNSW and in previous academic roles at other universities
Teaching Leadership
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EWE / Work‑Integrated Learning Coordinator (2023-2025): Provided School‑wide leadership for Engineering Work Experience (EWE), overseeing policy development, accreditation alignment, and implementation of WIL frameworks across five engineering disciplines.
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Curriculum Renewal Leadership: Led major curriculum redevelopment across core and elective courses, including ZEIT4504, ZEIT2501, ZEIT3701, and ZEIT1504. Introduces contemporary engineering content, research‑aligned modules, and improved scaffolding that have resulted in higher myExperience scores, increased enrolments, and reduced failure rates.
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High‑Impact Course Convening: Leads multiple high‑enrolment and high‑complexity courses across the undergraduate program, managing teaching teams, assessment quality assurance, and continuous improvement cycles.
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Honours Supervision Leadership: Supervises Honours students to completion with several producing publishable research. Demonstrates excellence in research‑led teaching and mentoring of emerging engineers.
Publications
ORCID as entered in ROS
Research Activities
Team leader: Dr Maryam Ghodrat
National Capability in Battery Safety, Extreme‑Climate Resilience, and Risk Modelling
The Advanced Battery Safety Research Team (ABS) at UNSW Canberra is a national hub for next‑generation battery safety, thermal‑risk science, and resilient energy‑storage engineering.
The laboratory integrates advanced diagnostics,…
Research Group lead: Dr Maryam Ghodrat
…"Adaptive design for resilient Structure" research group at School of Engineering and Technology, UNSW, 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
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