Carolyn Huston

According to our database, Carolyn Huston authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Loss functions for spatial wildfire applications.

Shona Elliot-Kerr, James E. Hilton, Kate Parkins, Ujjwal KC, Carolyn Huston, William Swedosh, Trent D. Penman

Environ. Model. Softw., 2024

2023

A Neural Emulator for Uncertainty Estimation of Fire Propagation.

Andrew Bolt, Conrad Sanderson, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

2022

Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires.

Joel Janek Dabrowski, Daniel Edward Pagendam, James Hilton, Conrad Sanderson, Daniel MacKinlay, Carolyn Huston, Andrew Bolt, Petra Kuhnert

CoRR, 2022

An Emulation Framework for Fire Front Spread.

Andrew Bolt, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert

CoRR, 2022

A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models.

Andrew Bolt, Carolyn Huston, Petra Kuhnert, Joel Janek Dabrowski, James Hilton, Conrad Sanderson

Proceedings of the Signal Processing: Algorithms, 2022