Carolyn Huston

According to our database1, Carolyn Huston authored at least 5 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Loss functions for spatial wildfire applications.
Environ. Model. Softw., 2024

2023
A Neural Emulator for Uncertainty Estimation of Fire Propagation.
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.
CoRR, 2022

An Emulation Framework for Fire Front Spread.
CoRR, 2022

A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models.
Proceedings of the Signal Processing: Algorithms, 2022


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