University of Wollongong homepage

Assoc. Professor

Andrew Zammit Mangion

Honorary Associate Professor

School of Mathematics and Applied Statistics

Orcid identifier0000-0002-4164-6866
  • Honorary Associate Professor
    School of Mathematics and Applied Statistics
  • Associate Professor
    School of Mathematics and Applied Statistics
  • +69 2 4221 5112 (Work)
  • University of Wollongong, School of Mathematics and Applied Statistics, Northfields Avenue, Wollongong, NSW, 2522, Australia

RESEARCH INTERESTS

My main areas of research are spatio-temporal modelling and statistical computing. I am particularly interested in exploring and designing new methods that scale with data size and that are sufficiently flexible to model phenomena that we encounter in the real world. I have published numerous articles in the field, and also a book on Spatio-Temporal Modelling with R, with Chris Wikle and Noel Cressie (https://spacetimewithr.org/). In recent years my work has focused on integrating deep learning methodologies with spatial statistics for addressing challenges in modelling and estimation. This work was largely supported by a Discovery Early Career Research Award (DECRA) from the Australian Research Council (ARC). For more information on this line of work, please visit my DECRA page: https://andrewzm.github.io/deepspat-website/.

FUNDING

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Showing page 1, funding 1 to 12 of 12
EXTERNAL GRANT
Bayesian Spatio-Temporal Analysis and Statistical Computation in Very High Dimensional Problems
United States Air Force Office of Scientific Research1 Jan 2023 - 31 Dec 2024
People funded by this grant: Cressie N, Zammit Mangion A, Singh S
PROJECT GRANT
Hierarchical Spatio-Temporal Statistical Methods for Analyzing OCO-2/3 Data
National Aeronautics and Space Administration1 Jan 2023 - 31 Dec 2023
People funded by this grant: Cressie N, Cressie N, Zammit Mangion A
PROJECT GRANT
Neural Estimators for Fast Optimal Inference with Intractable Statistical Models in Complex Settings
King Abdullah University of Science and Technology1 Jan 2023 - 31 Dec 2023
People funded by this grant: Zammit Mangion A, Zammit Mangion A
EXTERNAL GRANT
ARC Research Hub for Transforming Energy Infrastructure Through Digital Engineering
Australian Research Council1 Jul 2021 - 30 Jun 2026
People funded by this grant: Zammit Mangion A, Zammit Mangion A, Moores M, Gunawan D
INFRASTRUCTURE
Upgrade of the High-Performance Computer (HPC) at the National Institute for Applied Statistics Research Australia (NIASRA)
University of Wollongong1 Jan 2021 - 31 Dec 2021
People funded by this grant: Zammit Mangion A, Suesse T, Cressie N, Pirathiban R, Moores M
EXTERNAL GRANT
Securing Antarctica's Environmental Future
Australian Research Council1 Jan 2020 - 31 Dec 2026
People funded by this grant: Robinson AM S, Robinson AM S, McGregor H, Kaye S, Perez P
PROJECT GRANT
Spatio-Temporal Statistical Methods for Producing OCO-2/OCO-3 Level 3 and Level 4 Estimates
National Aeronautics and Space Administration1 Jan 2020 - 31 Dec 2020
People funded by this grant: Cressie N, Fisher J, Zammit Mangion A, Bertolacci M, Bukosa B
EXTERNAL GRANT
Bayesian inversion and computation applied to atmospheric flux fields
Australian Research Council1 Jan 2019 - 31 Dec 2021
People funded by this grant: Cressie N, Zammit Mangion A
EXTERNAL GRANT
Deep space-time models for modelling complex environmental phenomena
Australian Research Council1 Jan 2018 - 31 Dec 2020
People funded by this grant: Zammit Mangion A
SEED FUNDING
ECO-ANTARCTICA - An Antarctic-wide observing system for near-shore and terrestrial ecosystems
University of Wollongong1 Jan 2018 - 31 Dec 2018
People funded by this grant: Waterman M, Rose G, Robinson AM S, Chisholm L, Bunt B
PROJECT GRANT
ECO-ANTARCTICA - An Antarctic-wide observing system for near-shore and terrestrial ecosystems
University of Wollongong1 Jan 2018 - 31 Dec 2019
People funded by this grant: Waterman M, Rose G, Robinson AM S, Chisholm L, Bunt B
PROJECT GRANT
Spatial Statistical Analysis of OCO-2 Data
National Aeronautics and Space Administration1 Jan 2017 - 31 Dec 2020
People funded by this grant: Cressie N, Zammit Mangion A, Zhang B