Prof Antoinette Tordesillas
Professor
School of Mathematics and Statistics
174 Scholarly works
18 Projects
HIGHLIGHTS
2025
Conference Proceedings
Empirical-Function-Based Time Series Analysis for High-Dimensional Ground Motion Data: A Focus on Nonstationary and Nonlinear Phenomena
DOI: 10.1007/978-3-031-69750-0_152025
Journal article
Displacement residuals reveal landslide regime shifts
DOI: 10.1007/S10346-024-02353-22024
Research grants (other domestic)
Establishing Data Assets for Forecasting and Early Warning of Landslide Hazards in Nepal: Proof-of-Concept for SAFE-RISCCS Applied to Nepal
2024
Research contracts (non-grants)
Uni Melbourne - GroundProbe Pty Ltd, ORICA - Augmented Intelligence Forecasting and What-if-Scenario Analytics With Quantified Uncertainty for Big Real-Time Slope Monitoring Data
2024
Conference Proceedings
Modelling Explosive Nonstationarity of Ground Motion Shows Potential for Landslide Early Warning †
DOI: 10.3390/engproc20240680352024
Journal article
Augmented Intelligence Forecasting and What-If-Scenario Analytics With Quantified Uncertainty for Big Real-Time Slope Monitoring Data
DOI: 10.1109/TGRS.2024.33823022018
Research Grant
Towards Designing Complex Networks Resilient to Stealthy Attack and Cascading Failure
RECENT SCHOLARLY WORKS
2024
Conference Proceedings
A Global Deep Learning Perspective on Australia-Wide Monthly Precipitation Prediction †
DOI: 10.3390/engproc20240680232023
Journal article
Structured deformation of granular material in the state of active earth pressure
DOI: 10.1016/j.compgeo.2023.1053162023
Journal article
Variability analysis of monthly precipitation vector time series in Australia by a new spatiotemporal entropy statistic
DOI: 10.1088/2752-5295/acb5b82023
Conference Proceedings
Modelling High-Dimensional Time Series with Nonlinear and Nonstationary Phenomena for Landslide Early Warning and Forecasting †
DOI: 10.3390/engproc20230390212022
Journal article
Discovering optimally representative dynamical locations (ORDL) in big multivariate spatiotemporal data: A case study of precipitation in Australia from space to ground sensors
DOI: 10.1016/j.apm.2022.05.0362022
Journal article
A representation learning framework for detection and characterization of dead versus strain localization zones from pre- to post-failure
DOI: 10.1007/s10035-022-01233-7
RECENT PROJECTS
2015
Research Grant
Directing Transmission Patterns in Granular Materials From the Grain Scale
2012
Research Grant
A Complex Systems Approach to Granular Rheology: Interconnecting Topology, Stability, Dynamics and Function