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Dr Naydenova is an emerging early-career researcher in the field of quantum biotechnology with a rare cross-disciplinary expertise in quantum biotechnology and molecular biology. She specialises in single-molecule detection and optical trapping of proteins using biomolecular optomechanics approaches at the University of Queensland’s Quantum Optics Lab led by Prof. Warwick Bowen. She is interested in fundamental research questions such as the relationship between function-dynamics-structure in proteins, as well as applications of biomolecular optomechanics for sensing in sport (e.g. anti-doping) and in biosecurity contexts (e.g. plant pathogens).

Dr Naydenova holds a PhD in Pharmacognosy and Phytochemistry by the Medical University-Sofia, Bulgaria, where her research focused on plant biotechnology, epigenetics and plant-derived chiral metabolites with anti-cancer properties. Chiral metabolites have a property called chirality, also known as handedness, that underpins many interactions between molecules, including drugs binding to molecular targets such as proteins and enzymes to modulate activity. Her work was recognised with the Medical University – Sofia’s Award for best research in pharmacy, an annual distinction for outstanding doctoral and early-career researchers.

In 2023, she was awarded a Postdoctoral Research Grant to investigate protein dynamics using molecular optomechanics approaches. She joined Prof. Bowen's lab and successfully transitioned to the field of quantum biotechnology, securing over $1.2M in external research funding from Australian and Queensland Governments in the past two years. Previous experience in industry engagement and program management in Australia's higher education sector further provides a strong foundation for translating cutting-edge science into real-world applications, bridging academic innovation with practical impact.

In addition to her research development, Dr Naydenova is also committed to her leadership development. Through her affiliation with the Centre of Excellence in Quantum Biotechnology (QUBIC), she served as the inaugural co-Chair of the centre's EMCR Committee and is an active member of the centre's Outreach and Engagement Portfolio, engaging in STEM outreach to school students.

Dr Naydenova's goal is to harness and continue building skills and expertise to drive impactful cross-disciplinary research that can drive both applied and cutting-edge fundamental research.

Dr. Travis Mitchell is a Lecturer within the School of Mechanical and Mining Engineering at The University of Queensland (UQ). Travis completed his PhD in multiphase computational fluid dynamics at UQ, as well as a dual degree including a BE(Hons) in mechanical engineering and BSc in Mathematics. During his PhD, he interned at the Helmholtz Institue for Renewable Energy Production in Nuremberg (Germany), presented invited talks at the Warsaw University of Technology, Massachusetts Institutte of Technology, and stayed with collaborators at the University of Pennsylvania. His doctoral research focused on the development of a simulation methodology for capturing liquid-gas interactions, which he applied in the context of resource extraction.

Dr Mitchell's research is focused on the development, implementation, and application of numerical models to study complex fluid flows, with a particular interest in porous media, multiphase, and multiphysics problems. Travis was recognised at the 18th International Conference for Mesoscopic Methods in Engineering and Science with the ICMMES-CSRC Award for his work in multiphase lattice Boltzmann methods. His current research applications include the development of gas diffusion electrodes for CO2 electrolysis, bubble-particle interaction in hydrogen formation for methane pyrolysis, particle propagation in the upper respiratory system, and multiphase transport in fractured media.

Within the School of Mechanical and Mining Engineering, Dr. Mitchell coordinates the second year course on Computational Engineering and Data Analysis (MECH2700) and lectures into Computational Mechanics (MECH3780) and Computational Fluid Dynamics (MECH6480). Travis is an Associate Fellow of the Higher Education Academy and received an EAIT Citation for Excellence in Student Learning in 2023.

Professor Anthony J. Richardson uses mathematical, statistical, computational and spatial planning tools to investigate human impacts on our oceans - and to find solutions. Particular foci include:

• Marine spatial planning - Where best to locate marine protected areas to minimise impacts on people, maximise ecosystem benefits, ensure they are climate-smart and connected, and enable multiple-use zoning of the ocean.
• Developing models of marine ecosystems - How do lower trophic levels (plankton) regulate fisheries productivity and carbon sequestration, and how will these be impacted by climate change.
• Long-term change in lower trophic levels (plankton) in the ocean. This includes both field work around Australia and global analyses.

Anthony did an undergradulate degree in Mathematics and Biology at the University of Queensland, followed by an Honours degree there. He was awarded a PhD degree from the University of Cape Town in 1998, modelling the dynamics of marine ecosystems. Since 2005, Anthony has held a joint position between UQ (School of the Environment) and CSIRO Environment. He has previously held positions at the University of Cape Town (South Africa), the University of the Western Cape (South Africa), and the Sir Alister Hardy Foundation of Ocean Science (UK).

Anthony runs a dynamic lab at the nexus between conservation science and mathematics. His focus is on using mathematical tools to better conserve biodiversity, predict impacts of climate change, and understand the functioning of marine ecosystems. If you have a background in marine ecology and are interested in applying mathematics/statistics/computational science and want to apply your skills to real-world problems, get in touch.

I am a Research Fellow at the Institute for Molecular Bioscience at the University of Queensland, specialising in systems immunology, data mining, and artificial intelligence. I have made significant contributions to vaccine and biomarker discovery and to defining the molecular basis of host-pathogen immunity.

My academic background includes a Diploma in Physics from La Sapienza University in Italy (2005) and a Ph.D. in Molecular Pathogenesis and Immunology from the University of Perugia, Italy (2011). I have received training from several leading institutions, including Imperial College, LSHTM, the University of Oxford, the Wellcome Trust Sanger Institute, and QIMR Berghofer, where I developed a solid foundation in the analysis of multi-omics data. My work has led to the identification of several malaria vaccine candidates currently under evaluation in pre-clinical trials in a project funded by the National Foundation for Medical Research and Innovation. I recently received an NIH RO1 grant alongside PI Doolan to develop the first T cell-exclusive malaria vaccine.

My current research interests can be divided into five general themes:

1)System-based genomic approaches to inform the rational design of vaccines against complex human pathogens

2) Defining the molecular basis of immune heterogeneity between individuals using a system-based approach

2)Biomarker discovery for EBV-related cancers

3)Epigenetics and host immunity

4)Application of advanced data mining techniques in medical genomics

Dr David Smerdon is an Associate Professor in the School of Economics, and an Australian Research Council DECRA Fellow. He primarily works in behavioural and development economics. His research involves theory and modelling, experiments, and econometric analysis to investigate topics at the intersection of these fields, such as reducing female genital cutting in Somalia, and stopping child trafficking in Nepal.

David earned his PhD from the Tinbergen Institute and the University of Amsterdam (UvA) as a General Sir John Monash scholar, and afterwards worked as a PODER fellow at Bocconi University in Milan. His research often involves collaboration with non-academic partners, ranging from aid agencies and NGOs like US AID and Save the Children, to tech companies like Chess.com and WHOOP.

Prior to his academic career, David spent three years working for the Australian Department of Treasury as a policy analyst. David is also a chess Grandmaster and has represented Australia at eight chess Olympiads. Combining his passions, David conducts niche research in chess economics on topics such as gender inequality, cheating, and the life cycle of cognitive performance, supported by organisations such as the World Chess Federation (FIDE) and Chessable.

Professor Stace completed his PhD at the Cavendish Lab, University of Cambridge in the UK on quantum computing, followed by postdoctoral research at the Department of Applied Mathematics and Theoretical Physics, also at Cambridge, and Queens' College, Cambridge. Since 2006, he has held various ARC research fellowships, most recently a Future Fellowship (2015-2019).

His research topics include device physics for quantum computing solid-state and atomic systems, quantum error correction, and quantum measurement and precision sensing.

Professor Stace is the Deputy Director of the ARC Centre of Excellence in Engineered Quantum Systems (equs.org).

Dr Jacqui Romero is an expert in experimental quantum information. Her research is focused on using higher-dimensional systems for exploring curious quantum physics phenomena and developing future quantum technologies. She is the group leader of the research team Qudits@UQ, there's more information on her group's webpage.

Jacqui was born and bred in Manila, Philippines. Hearing her high school physics teacher complain about quantum physics, she became curious and googled "quantum physics"—she has been hooked ever since. She holds BS Applied Physics magna cum laude and MS Physics degrees from the University of the Philippines. She finished her PhD at the University of Glasgow (in sunny Scotland!) where she was a researcher for seven years. In 2015, she moved to Brisbane to join the Quantum Technology group at the University of Queensland. In 2016 she took up an ARC DECRA fellowship with the same group. In 2019, she took up a Westpac Research Fellowship and formed her own team, Qudits@UQ. Jacqui is recognised for moving the shape of photons to mainstream quantum information. She has received several prestigious national and international awards which include: a L'Oreal-UNESCO For Women In Science award in 2017 (one of four in Australia), the Ruby Payne-Scott Medal of the Australian Institute of Physics for excellence in early-career research in 2018, and a L'Oreal-UNESCO For Women In Science International Rising Talent Award in 2019 (one of fifteen awards globally).

She is currently an associate professor and Westpac Research Fellow. She is also a chief investigator at the Centre of Excellence For Engineered Quantum Systems (EQUS).

Outside work, she is a busy mum to three lovely boys, and an occasional painter. She also loves sharing her research to the wider community, example here.

Associate Professor Ryan Turner is the Director of the Reef Catchments Science Partnership at the University of Queensland (a partnership with the Department of the Environment, Tourism, Science and Innovation). Ryan was previously the Department's Principal Scientist for Water Quality and Investigations and held an Adjunct Associate Professor role at Queensland University of Technology in the Managing for Resilient Landscapes, Institute for Future Environments. For 14 years, Ryan managed multimillion-dollar water quality monitoring programs that assessed the impacts of sediments, nutrients, and pesticides in numerous catchments along the Queensland coast, which discharge into the Great Barrier Reef and Moreton Bay. Ryan has served on several steering committees and technical advisory panels, including the Great Barrier Reef Foundation's Technical Advisory Panel. He has published extensively (>80 papers and reports) and led several collaborative research projects between the Queensland Government and academia. Ryan previously supervised analytical chemistry and microbiology laboratories in the private and public sectors. Ryan has developed numerous methodologies and standard operating procedures for analytical and monitoring techniques (water quality, sediments and soils). Ryan’s passion for the future of water security is what keeps him striving forward.

Dr Ebinazar Namdas is an Associate Professor in the School of Mathematics and Physics at the University of Queensland. Dr Namdas has a strong international track record in the field of organic optoelectronics materials and device research across several platforms including organic transistors, light emitting transistors, OLEDS, organic lasers, and photo-sensors. He has published more than 110 papers in top international journals including 15 x Advanced Materials; 4 x Nature Communications; 7 x Advanced Functional Materials; 11 x Advanced Optical Materials; Nature Materials; Nature Photonics; Science; 3 x Laser & Photonics Reviews; 2 x JACS; 5 x ACS Photonics and 10 x Applied Physics Letters. Additionally, he has co-authored the first ever academic textbook on semiconducting and metallic polymers with Nobel Laureate Professor Alan Heeger and Professor Serdar Sariciftci. The book, titled Semiconducting and Metallic Polymers was published by Oxford University Press. Currently, Dr Namdas is an Editorial board member of Communications Materials (nature.com).

For more information, visit the AMIO group website.

Len Coote holds the rank of Associate Professor in The University of Queensland Business School. His primary academic contribution is to the study of economic choices, which are ubiquitous in marketing (e.g., consider the decisions to install solar panels, purchase private health insurance, and use toll roads—to name just a few). Together with his academic collaborators, he developed a very general and flexible model for studying decision making and choice. The model integrates the mathematics of Daniel McFadden’s (UC Berkeley) conditional logistic regression and Karl Joreskog’s (Uppsala) linear structural relations models.

Len’s primary teaching interests are in quantitative marketing, which is a precursor to the new discipline of business analytics. In his opinion, today’s business school students need greater “data literacy” and business schools must place greater emphasis on equipping students to succeed in a world of artificial intelligence and big data. The methods of business analytics—data visualisation, machine learning, optimisation methods, predictive analytics, text mining, and web analytics—have much application to solving business and marketing problems. Len is passionate about bringing these methods to a new generation of business school students.

For the past 10 years, Len has performed several valued service roles at the University of Queensland. He served as Acting Dean of the UQ Business School for 1.5 years through to December, 2017. Before that he served as Deputy Dean of the Business School (1.5 years) and Head of the Marketing Discipline (7 years). As Acting Dean, Len was committed to understanding the needs of business and responding to those needs by introducing advanced and innovative programs. The introduction of the Bachelor of Advanced Business (Honours) program reflects this commitment.

Len is an active participant in community service roles. For example, he is the Vice-Chair of the Australian Consortium for Social and Political Research, Inc. ACSPRI is a non-profit consortium of Australian universities. Its mission is to improve the quality of research in the social and behavioural sciences and encourage Australian governments to take an evidence-based approach to policymaking. Before serving in the role of Vice-Chair, he was an instructor on ACSPRI’s summer and winter programs for circa 10 years (teaching courses on structural equations with latent variables).

Dr Sally Shrapnel is an internationally recognised interdisciplinary scientist whose research spans quantum physics, artificial intelligence, digital medicine, and philosophy. With a unique career trajectory bridging clinical medicine and cutting-edge quantum technologies, Dr Shrapnel is committed to solving foundational and applied problems that cross traditional disciplinary boundaries.

A registered medical practitioner and Fellow of the Royal Australian College of General Practitioners, she brings over two decades of clinical experience in Tasmania, Queensland, and the UK. After earning an MSc in Bioengineering from Imperial College London, she pursued a PhD in Quantum Artificial Intelligence—focusing on quantum causal inference—which launched her second career as a quantum physicist.

Currently, Dr Shrapnel is Associate Professor of Physics at The University of Queensland and Deputy Director of the ARC Centre of Excellence for Engineered Quantum Systems (EQUS). Her research addresses two fundamental questions:

• What does quantum theory reveal about the nature of reality?
• Can quantum resources be harnessed to design faster, more efficient AI algorithms?

These inquiries drive her leading contributions in Quantum Foundations and Quantum Machine Learning, where she develops novel theoretical frameworks and algorithms that aim to unlock the quantum advantage in emerging technologies. As Program Lead for Quantum Technologies for Health at the Queensland Digital Health Centre, Dr Shrapnel is also preparing the state’s healthcare ecosystem for the next technological revolution—bringing quantum tools into real-world applications in health and medicine.

A passionate advocate for interdisciplinary research, Dr Shrapnel continues to publish widely across quantum physics, computer science, digital health, and the philosophy of science. Her work exemplifies the power of rigorous, cross-disciplinary thinking to address some of the most profound and practical challenges of our time.

Shakes an imaging expert that leads a strong deep learning, artificial intelligence (AI) focused research team interested in medical image analysis and signal/image processing applied to many areas of science and medicine. He received his Ph.D in Theoretical Physics from Monash University, Melbourne and has been involved in applying machine learning in medical imaging for over a decade.

Shakes’ past work has involved developing shape model-based algorithms for knee, hip and shoulder joint segmentation that is being developed and deployed as a product on the Siemens syngo.via platform. More recent work involves deep learning based algorithms for semantic segmentation and manifold learning of imaging data. Broadly, he is interested in understanding and developing the mathematical basis of imaging, image analysis algorithms and physical systems. He has developed algorithms that utilise exotic mathematical structures such as fractals, turbulence, group theoretic concepts and number theory in the image processing approaches that he has developed.

He is currently a Senior Lecturer and leads a team of 20+ researchers working image analysis and AI research across healthcare and medicine. He currently teaches the computer science courses Theory of Computation and Pattern Recognition and Analysis.

Carlo Prato is Professor in Transport Engineering at the School of Civil Engineering of The University of Queensland. He has a PhD from the Politecnico di Torino in Italy where he approached the study of travel behaviour by focusing on route choices of car drivers. It is his natural curiosity and passion for behavioural modelling that drives his research into understanding what makes people behave the way they do as pedestrians, cyclists, public transport users, and car drivers.

His research also looks at how people value congestion and reliability of transport systems, react to legislation trying to make their journeys safer, and accept and/or adapt (or not) to novel technologies and mobility solutions. Carlo contributes to the advancement of science in a cross-disciplinary environment by presenting his work in international conferences and publishing his contributions in prestigious journals as well as serving as a reviewer and editorial board member of journals spanning from engineering to psychology and medicine. Recently, Carlo has been named Associate Editor of Transportation Research Part F: Traffic Psychology and Behaviour, the journal of the International Association of Applied Psychology.

Prior to joining UQ’s School of Civil Engineering at the beginning of 2016, Carlo worked at the Technion – Israel Institute of Technology – and the Technical University of Denmark (DTU) where he became Professor in 2013. During his time at DTU, he received the 2014 Pyke Johnson Award from the Transportation Research Board of the U.S. National Academies for the best paper in planning and environment at the 93rd Annual Meeting of the Transportation Research Board: “Estimating value of congestion and value of reliability from the observation of route choice behavior of car drivers” with Thomas K. Rasmussen and Otto A. Nielsen.

Most recently, Carlo was the recipient of the 2017 Partners in Research Excellence Award from The University of Queensland for his work in the partnership with the Port of Brisbane that aims at developing port growth. Awardees for the partnership were also Dr. Alistair Grinham from the School of Civil Engineering, Dr. Peggy Schrobback from the School of Economics, and Mr Rob Nave, General Manager of Infrastructure and Environment of the Port of Brisbane Pty Ltd. The project is to futureproof Brisbane’s largest multi-cargo port in terms of sustainability, transport and economy, regionally and globally.

In 2016, Carlo was invited to join the UQ Self-Assessment Team for the SAGE pilot of the Athena SWAN program, which The University of Queensland is part of in order to address and improve gender equity in the science, technology, engineering, mathematics and medicine (STEMM) disciplines. He is also a member of the equity and diversity group at the Faculty of Engineering, Architecture and Information Technology (EAIT).

Carlo has about 90 peer-reviewed journal papers and over 130 reviewed conference contributions and a coming book with publisher Taylor & Francis Group that will bring him back to his initial interests in traffic: “Route Choice Behaviour and Traffic Assignment Models”.

Dr Gratten completed his undergraduate studies and PhD at The University of Queensland, before undertaking postdoctoral training in evolutionary and quantitative genetics at the University of Sheffield. He then returned to Australia and shifted research focus to psychiatric and neurological genetics, taking up a position as research fellow at the Queensland Brain Institute. In 2013, he was recruited to UQ's Centre for Neurogenetics and Statistical Genomics, and in 2017 was awarded an NHMRC Career Development Fellowship (Level 2). He established the Cognitive Health Genomics group at Mater Research Institute in 2018, with the goal to improve understanding of the etiology of psychiatric and neurological disorders through analysis and integration of whole genome datasets. He has received >$5M in research funding from the NHMRC, Autism Cooperative Research Centre and both Australian (BICARE) and international (Brain & Behavior Research Foundation) philanthropic funders.

Professor Kate O'Brien applies modelling and data analysis to explore sustainability challenges in engineered, ecological and human systems. Professor O'Brien works with a diverse network of local and international collaborators, from academia, government and industry, to tackle important questions such as: In restoring valuable coastal habitat, what is the minimum patch size required for success, and why? How much oil can individual fossil fuel producers extract without compromising global climate targets? Why is gender equality in the workplace so hard to achieve? She uses modelling as a tool to connect ideas across traditional disciplinary boundaries to promote innovation and tackle complex, open-ended problems. Professor O'Brien is the former Director of Teaching and Learning in the UQ School of Chemical Engineering. She has won numerous awards for teaching students critical thinking and other transferrable skills needed to lead the shift from the current "take-make-waste" paradigm to genuine sustainability. She teaches new academics to take a practical, student-centred approach to teaching called "Ruthless Compassion", and she is passionate about finding creative solutions to work-family conflict.

Professor Robyn Gillies' major research interests are in the learning sciences, classroom discourses, small group processes, including co-regulated learning, classroom instruction, student behaviour, and students with disabilities. Professor Robyn Gillies has worked extensively in both primary and secondary schools to embed STEM education initiatives into the science curriculum. This includes helping teachers to embed inquiry skills into the science curricula so they capture students’ interests, provide opportunities for them to explore possible solutions to problems, explain phenomena, elaborate on potential outcomes, and evaluate findings. In short, through these investigations, students learn how to engage critically and constructively with others’ ideas, challenge and rebut proposals, and discuss alternative propositions. In so doing, they learn to talk and reason effectively together. These STEM education initiatives have been funded by research grants and contracts from the Australian Research Council, the Department of Education and Training (DET), the Queensland Museum Network (QMN), and the Office of Learning and Teaching (OLT). Professor Gillies is a Chief Investigator on the Science of Learning Research Centre (SLRC) where she has been instrumental in implementing two recent science-based research projects in primary and secondary schools to help teachers embed inquiry-science pedagogy into their science curricula. Her recommendations on how teachers can translate research into practice have been widely profiled in the international literature and on the website of the Smithsonian Science Education Center in Washington, DC.

Professor Denise Doolan is Director of Research at the Institute for Molecular Bioscience. She joined IMB in 2022 and was previously Deputy Director of the Australian Institute of Tropical Health and Medicine, and Director of the JCU Centre for Molecular Therapeutics, at James Cook University.

She is a molecular immunologist, working on the development of vaccines, diagnostics and host-directed therapeutics for infectious and chronic diseases that impact global public health, with a particular focus on malaria. Her cross-disciplinary research program spans host-pathogen immunity, antigen discovery, vaccine engineering, and biomarker discovery. A particular interest is the application of state-of-the-art genome-based technologies and human models of disease system to identify novel targets for intervention against disease or that predict risk of disease.

She is a recognized world expert in malaria immunology, vaccinology, and omic-based approaches for therapeutic and diagnostic development. She has been honoured as a Fellow of the International Society for Vaccines (2017) and a Fellow of the Australian Society of Parasitology (2019) in recognition of her leadership and contribution to health and medical science in Australia and internationally.

Professor Doolan serves on a number of Executive Boards and Advisory Boards. Most recently, she has been elected as President of the International Society for Vaccines (2021-2023), and has been appointed to the Federal Government’s Australian Medical Research Advisory Board (AMRAB; 2021-2026) to provide specialist insights into Australia’s medical research and innovation priorities.

Dr. Mark Hickman is the TAP Chair and Professor of Transport Engineering within the School of Civil Engineering at the University of Queensland. Prof. Hickman has taught courses and performed research in public transit planning and operations, travel demand modelling, and traffic engineering. His areas of research interest and expertise include public transit planning and operations, urban transportation planning and modelling, and the development of sustainable transport innovations and policies.

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Research achievements other than research outputs

Dr Pedroso is an expert in numerical and computer methods for solid mechanics and materials modelling. He has a strong background in tensor calculus, partial differential equations, computational geometry, and computer programming, among other topics. Dr Pedroso has been developing methods to model the mechanical behaviour of porous media including mixtures of solids, liquids and gases. Dr Pedroso has also developed new methods in molecular dynamics to model solids and granular assemblies. Therefore, his research work is quite multi-disciplinary but revolves around computational engineering and mechanics.

Dr. Pedroso received the highly prestigious Argyris Lecture Award of 2016 from the University of Stuttgart, Germany, which is internationally recognized. The Argyris Lecture is the top award for experts working on Modeling and Simulations, in particular, with the Finite Element Method (FEM), because Prof Argyris is a pioneer of the FEM. Today, this method is the most attractive for approximating the solution of partial differential equations with complex geometries and boundary conditions. One key aspect that the committee considered in the award was the innovative papers on new techniques for porous media, such as a new method to handle unilateral and variable boundary conditions for the interface between liquid and gases within porous media.

Journal Reviews

Dr Pedroso is an expert in computational mechanics for porous media and optimisation and is reviewing papers for top journals such as Computer Methods in Applied Mechanics and Engineering, International Journal for Numerical Methods in Engineering, International Journal for Numerical and Analytical Methods in Geomechanics, Nature: Scientific Reports, Computers and Geotechnics, Geotechnique Letters, Advances in Engineering Software, Journal of Engineering Mechanics ASCE, Computer Physics Communications, International Journal of Plasticity, Soils and Foundations, Advances in Structural Engineering, Engineering Structures, among others.

Research Grants Reviewer

Dr Pedroso is an Australian Research Council (ARC) reviewer for DPs, DEs and LPs. He is also a reviewer for th Hong Kong Research Grants Council HK-RGC

Conference Services

Dr Pedroso has organised the 1st Workshop on New Advances on Computational Geomechanics in Australia in 2008 and the 5th Workshop on New Frontiers in Computational Geotechnics in 2010. Both in Brisbane, Australia.

Professor Andries B. Potgieter is a Principal Research Fellow at the Queensland Alliance for Agriculture and Food Innovation (QAAFI), University of Queensland, and an international leader in Digital Agriculture. With a career spanning over 35 years across government, industry, and academia, his research integrates remote sensing, climate forecasting, and crop–climate modelling to support resilient, data-driven decision-making in agriculture. He is currently a key research collaborator in the $36 million GRDC-funded Analytics for the Australian Grains Industry (AAGI) initiative, where he leads digital analytics activities within UQ.

Professor Potgieter’s work focuses on developing predictive tools that combine satellite Earth observation, machine learning, and crop simulation to improve seasonal forecasting, crop monitoring, and risk management. He has pioneered widely adopted innovations such as the CropID tool, now commercialised via Data Farming Pty Ltd, and his models have influenced decision frameworks at Statistics Canada and the FAO. His 114 peer-reviewed publications have accrued over 4,000 citations, and his Field-Weighted Citation Impact (FWCI) places him in the top 5% of researchers globally.

He has built a thriving interdisciplinary research program and mentoring pipeline, supervising PhD, Masters, and MoDS students, and supporting postdoctoral researchers who now work at AWS, Sugar Research Australia, and the Chinese Academy of Agricultural Sciences. His leadership in global partnerships has positioned UQ as a preferred academic collaborator for international institutions tackling climate-smart agriculture.

Current projects

• Analytics for the Australian Grains Industry (AAGI) – Digital analytics for yield forecasting and decision tools for grain growers (GRDC)

• CropVision – Satellite remote sensing and AI for field-scale crop production forecasting (ARC Linkage)

• RiskSSmart – Integration of Earth observation and climate models for sorghum risk mitigation (SmartSat CRC)

• Root Phenomics – Linking above-ground sensing to root system architecture to accelerate phenotyping of drought-tolerant cereals (GRDC; Chief Investigator)

• ARC Training Centre for Predictive Breeding in Agricultural Futures – Developing next-generation tools and training pathways for climate-resilient crop improvement (ARC Industrial Transformation Training Centres; Collaborating Investigator)

Previous research highlights

• Late Maturity Alpha Amylase (LMA) Risk Modelling – National-scale risk prediction framework for wheat quality (GRDC)

• CropPhen – High-throughput phenotyping for crop type and growth stage detection via drone/UAV (GRDC)

• SIMLESA and YieldShield – Groundbreaking work in food insecurity mapping and climate risk insurance across eastern and southern Africa