Carolyn Huston

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Convex Loss Functions

Loss Minimization

Terrorist Attacks

Data Assimilation

Top Venues

INNS DLIA@IJCNN

Environ. Model. Softw.

Publications

Shona Elliot-Kerr, James E. Hilton, Kate Parkins, Ujjwal KC, Carolyn Huston, William Swedosh, Trent D. Penman
Loss functions for spatial wildfire applications. Environ. Model. Softw. 173 (2024)
Andrew Bolt, Conrad Sanderson, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
A Neural Emulator for Uncertainty Estimation of Fire Propagation. INNS DLIA@IJCNN (2023)
Andrew Bolt, Conrad Sanderson, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
A Neural Emulator for Uncertainty Estimation of Fire Propagation. CoRR (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)
Andrew Bolt, Joel Janek Dabrowski, Carolyn Huston, Petra Kuhnert
An Emulation Framework for Fire Front Spread. CoRR (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)