Scientia Professor Gary Froyland
Professor
BSc (Hons 1, Medal)听蚕濒诲听(Pure and Applied Mathematics);听听PhD 奥.础耻蝉迟.听(Mathematics)
Science
School of Mathematics & Statistics
Scientia Professor Gary Froyland听leads the ARC Laureate Centre for Dynamical Systems and Data.听 His main areas of interest are听Dynamical Systems, Machine Learning,听补苍诲听Optimisation. His research ranges from pure mathematics through to computation and application to industry and other scientific disciplines.
贬颈蝉听dynamical systems听research lies at the interface of probability, geometry, operator theory, and learning in nonlinear and chaotic dynamical systems, and uses techniques听from ergodic theory, functional analysis, Riemannian geometry, and machine learning. In addition to fundamental mathematical research in dynamical systems, he continues to apply his research methods to make discoveries concerning the dynamics of fluids, the ocean, the atmosphere, and the Earth's climate. 贬颈蝉听optimisation research addresses decision making in large and complicated systems, sometimes in the presence of uncertain information. His techniques have been applied to strategic planning of open pit mines, scheduling of maritime crane fleets, robust scheduling of aircraft and flight crews under uncertain disruption, and optimising lung cancer radiotherapy treatment.
- Publications
- Media
- Grants
- Awards
- Research Activities
- Engagement
- Teaching and Supervision
- ARC Laureate Fellowship (2024-2029) "Breakthrough mathematics for dynamical systems and data"
- Einstein Visiting Fellowship (2022-2026) "Coherent dynamics in complex systems with applications to engineering, geophysical, and social systems"听
- ARC Discovery Project (2022-2024) "Which predictions can we trust? Stability of chaotic random dynamical systems" (with C. Gonzalez-Tokman and A. Quas)
- ARC Discovery Project (2021-2023) "Modern mathematics to unravel the birth of coherence in dynamical systems".
- Universities Australia - Germany Joint Research Co-operation Scheme (2020-2021): "How does turbulence work?" (with P. Koltai)
- ARC Discovery Project (2018-2020) "New mathematics for quantification and assessment of fluctuations and extremes in time-dependent dynamical systems" (with C. Gonzalez-Tokman, S. Vaienti, and E. van Sebille)
- NHMRC Project Grant (2018-2020) "Very fast, accurate and low dose imaging for radiotherapy treatments" (with R. O鈥橞rien, J-J. Sonke, S. Vinod, and C-C. Shieh)
- Cancer Australia (2017-2019): "High Precision Radiotherapy: Dual Cardiac and Respiratory Motion Management" (with R. O'Brien, J. Booth, P. Bannon, and F. Hegi-Johnson)
- Universities Australia-Germany Joint Research Co-operation Scheme (2017-2018): "Robust detection and prediction of coherent structures in geophysical, physical, and chemical systems" (with O. Junge)
- Cancer Australia (2015-2017): "Reducing thoracic imaging dose and improving image quality in radiotherapy treatments" (with R. O'Brien and J-J. Sonke)
- ARC Discovery Project (2015-2017): "Discovery and tracking of coherent structures in geophysical flows" (with M. Dellnitz, O. Junge, and A. Quas)
- ARC Future Fellowship (2012-2015): "A probabilistic and geometric understanding of transport and metastability in mathematical geophysical flows"
- ARC Discovery Project (2012-2014): "Extracting macroscopic variables and their dynamics in multiscale systems with metastable states" (with G. Gottwald)
- ARC Discovery Project (2011-2013): "Innovative mathematics using transfer operators to reveal hidden ordered structures in geophysical flows" (with M. Dellnitz and A. Quas)
- Go8-Germany Joint Research Co-operation Scheme (2010-2011): "The climatic and environmental impacts of ocean circulation: tracking ocean eddies" (with M. Dellnitz)
- Chief Investigator (2008-2013), ARC Centre of Excellence for Mathematics and Statistics of Complex Systems.
- ARC Discovery Project (2007-2009): "A Dynamical Systems Approach to Mapping Southern Ocean Circulation Pathways" (with M. Dellnitz and A. Treguier)
- 2006 John Yu Fellowship to Europe
- ARC Linkage Project (2005-2007): "A Mathematical Approach to Flexible Management of Open Pit Mines with Uncertain Geology and Unpredictable Demand" (with N.Boland).
- ARC Linkage Project (2003-2004): "Using Mathematics to Maximise the Value of Open Pit Mines" (with N. Boland and P. Taylor)
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Externally funded projects
- External Funding (Defence Science and Technology Organisation). 鈥淪cheduling of amphibious operations and efficient ship packing鈥.
- External Funding (NSW Department of Crime Research and Statistics). "Prison populations and correctional outlays: The effect of reducing re-imprisonment" (with Don Weatherburn)
- External Funding (Hunter Valley Coal Chain Logistics Team): "Increasing Throughput at Newcastle Port" (with P. Pudney)
- External Funding (Patrick Corporation): "Increasing Container Handling Efficiency at Port Botany" (with MASCOS -- 亚美棋牌 & UniMelb, and Matheon)
- External Funding (BHP Billiton): "Mine Modelling, Optimization, and Valuation"
- Renewal of Einstein Visiting Fellowship, Einstein Foundation Berlin (2025-2026)
- Elected Member of the Academy of Europe / Academia Europaea听(2024)
- ARC Laureate Fellow (2024-2029)
- Einstein Visiting Fellowship, Einstein Foundation Berlin (2022-2024)
- Fellow of the Society for Industrial and Applied Mathematics (SIAM) (2021)
- Fellow of the Australian Academy of Science听(2020)
- Fellow of the Royal Society of New South Wales (2019)
- Fellow of Australian Mathematical Society (2017)
- John von Neumann Visiting Professorship, Technische Universit盲t M眉nchen (2016)
- Visiting Scholar, Initiative d鈥橢xcellence de l鈥檜niversit茅 de Bordeaux (2016)
- Vice-Chancellor鈥檚 Award for Teaching Excellence - Postgraduate Research Supervision (2015)
- Erskine Visiting Fellowship, University of Canterbury听(2013)
- ARC Future Fellowship (2012-2015)
- John Yu Fellowship (2006)
- BHP Billiton Innovation Prize (2004)
- Australian Academy of Sciences / Japan Society for the Promotion of Science Fellowship (1997-99)
Recent Keynote Invitations
- International Congress on Industrial and Applied Mathematics (ICIAM) 2023
- SIAM Conference on Mathematics of Planet Earth 2020
- Equadiff 2019
- SIAM Conference on Applications of Dynamical Systems 2017
- SIAM Annual Meeting 2016
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Current Editorial and Other Duties听
- Editor-in-Chief of Australian Mathematical Society Lecture Series
- Editorial Board of SIAM Journal on Applied听Dynamical Systems
- Editorial Board of Physica D.
- Editorial Board of Stochastics and Dynamics.
- Editorial Board of the Journal of Computational Dynamics.
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Service positions
- National Committee for Mathematical Sciences, Australian Academy of Science (2022-).
- Member of ARC听College of Experts (2021-2023)
- Head of Fundamental Data Science, 亚美棋牌 Data Science Hub (2020-).
- Director of Postgraduate Research (Future Students), 亚美棋牌 School of Mathematics and Statistics, (2019-2020).
- Scientific Committee of the MATRIX Research Centre, UniMelb, (2015-2019).
- Deputy Director of the Australian Mathematical Sciences Institute - AMSI, (2014-2016).
My Research Supervision
Please refer to my personal webpage.