Antoinette Tordesillas

Structured deformation of granular material in the state of active earth pressure

D Leśniewska, A Tordesillas, M Pietrzak, S Zhou, M Nitka

Journal article  |  2023  |  Computers and Geotechnics

The paper focuses on the ability of granular materials to undergo structured deformation by analysing the data from the retaining ..

Variability analysis of monthly precipitation vector time series in Australia by a new spatiotemporal entropy statistic

Benjamin Hines, Guoqi Qian, Tingjin Chu, Antoinette Tordesillas

Journal article  |  2023  |  Environmental Research: Climate

Abstract Changing climate in Australia has significant impacts on the country’s economy, environment and social wel..

Mapping Australia's precipitation: harnessing the synergies of multi-satellite remote sensing and gauge network data

Benjamin Hines, Guoqi Qian, Antoinette Tordesillas

Journal article  |  2022  |  GISCIENCE & REMOTE SENSING

Coverage, resolution, and accuracy in the spatial and temporal estimates of remotely sensed precipitation from space satellites, a..

A representation learning framework for detection and characterization of dead versus strain localization zones from pre-to post-failure

Antoinette Tordesillas, Shuo Zhou, James Bailey, Howard Bondell

Journal article  |  2022  |  GRANULAR MATTER

Abstract: Experiments have long shown that zones of near vanishing deformation, so-called “dead zones”, emerge and coexist with st..

Discovering optimally representative dynamical locations (ORDL) in big multivariate spatiotemporal data: A case study of precipitation in Australia from space to ground sensors

Benjamin Hines, Guoqi Qian, Antoinette Tordesillas

Journal article  |  2022  |  APPLIED MATHEMATICAL MODELLING

We develop a method for discovering a set of optimally representative dynamical locations (ORDL), a small subset of observed locat..

In memoriam of Robert P. Behringer

Bulbul Chakraborty, Corey S O'Hern, Mark D Shattuck, Antoinette Tordesillas

Journal article  |  2022  |  GRANULAR MATTER

Pinpointing Early Signs of Impending Slope Failures From Space

Shuo Zhou, Antoinette Tordesillas, Emanuele Intrieri, Federico Di Traglia, Guoqi Qian, Filippo Catani

Journal article  |  2022  |  JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

A promised potential of spaceborne interferometric synthetic aperture radars (InSAR) is a capability for regularly monitoring grou..

Lifespan dynamics of cluster conformations in stationary regimes in granular materials.

Na Deng, Antoine Wautier, Antoinette Tordesillas, Yannick Thiery, Zhen-Yu Yin, Pierre-Yves Hicher, François Nicot

Journal article  |  2022  |  Phys Rev E

We examine stationary regimes in granular materials from a dynamical systems theory perspective. The aim is to enrich the classica..

Landslide Forecast by Time Series Modeling and Analysis of High-Dimensional and Non-Stationary Ground Motion Data

Guoqi Qian, Antoinette Tordesillas, Hangfei Zheng

Journal article  |  2021  |  FORECASTING

High-dimensional, non-stationary vector time-series data are often seen in ground motion monitoring of geo-hazard events, e.g., la..

Impact of particle shape on networks in sands

Wenbin Fei, Guillermo A Narsilio, Joost H van der Linden, Antoinette Tordesillas, Mahdi M Disfani, J Carlos Santamarina

Journal article  |  2021  |  Computers and Geotechnics

Employing network science to understand particle interactions helps manufacture advanced materials with superior force transmissio..