James Hilton

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Spatio Temporal

Predictive Model

Data Assimilation

Top Venues

Publications

Ritu Taneja, Luke Wallace, Samuel Hillman, Karin Reinke, James Hilton, Simon D. Jones, Bryan Hally
Up-Scaling Fuel Hazard Metrics Derived from Terrestrial Laser Scanning Using a Machine Learning Model. Remote. Sens. 15 (5) (2023)
Andrew Bolt, Carolyn Huston, Petra Kuhnert, Joel Janek Dabrowski, James Hilton, Conrad Sanderson
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models. SPA (2022)
Joel Janek Dabrowski, Daniel Edward Pagendam, James Hilton, Conrad Sanderson, Daniel MacKinlay, Carolyn Huston, Andrew Bolt, Petra Kuhnert
Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires. CoRR (2022)
Aakash Chhabra, Christoph Rüdiger, Marta Yebra, Thomas Jagdhuber, James Hilton
RADAR-Vegetation Structural Perpendicular Index (R-VSPI) for the Quantification of Wildfire Impact and Post-Fire Vegetation Recovery. Remote. Sens. 14 (13) (2022)
Andrew Bolt, Carolyn Huston, Petra Kuhnert, Joel Janek Dabrowski, James Hilton, Conrad Sanderson
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models. CoRR (2022)