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

17 June 2022

Papers citing "A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models"

7 / 7 papers shown

Title
A Real-time Multimodal Transformer Neural Network-powered Wildfire Forecasting System Qijun Chen Shaofan Li 44 0 0 07 Mar 2025
Data-Driven Fire Modeling: Learning First Arrival Times and Model Parameters with Neural Networks Xin Tong Bryan Quaife AI4CE 21 1 0 16 Aug 2024
Prescribed Fire Modeling using Knowledge-Guided Machine Learning for Land Management Somya Sharma Chatterjee Kelly Lindsay Neel Chatterjee Rohan Patil Ilkay Altintas De Callafon M. Steinbach Daniel Giron Mai H. Nguyen Vipin Kumar 10 0 0 02 Oct 2023
A Neural Emulator for Uncertainty Estimation of Fire Propagation Andrew Bolt Conrad Sanderson J. Dabrowski C. Huston Petra Kuhnert 11 3 0 10 May 2023
Bayesian Physics Informed Neural Networks for Data Assimilation and Spatio-Temporal Modelling of Wildfires J. Dabrowski D. Pagendam J. Hilton Conrad Sanderson Dan MacKinlay C. Huston Andrew Bolt Petra Kuhnert PINN 27 17 0 02 Dec 2022
Recurrent Convolutional Deep Neural Networks for Modeling Time-Resolved Wildfire Spread Behavior J. Burge M. Bonanni R. Hu M. Ihme AI4CE 16 14 0 28 Oct 2022
AI Ethics Principles in Practice: Perspectives of Designers and Developers Conrad Sanderson David M. Douglas Qinghua Lu Emma Schleiger Jon Whittle J. Lacey G. Newnham S. Hajkowicz Cathy J. Robinson David Hansen FaML 17 45 0 14 Dec 2021