Physics-Informed Machine Learning Simulator for Wildfire Propagation

12 December 2020

Papers citing "Physics-Informed Machine Learning Simulator for Wildfire Propagation"

3 / 3 papers shown

Title
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 17 0 0 02 Oct 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 33 17 0 02 Dec 2022
Utilising physics-guided deep learning to overcome data scarcity Jinshuai Bai Laith Alzubaidi Qingxia Wang E. Kuhl Bennamoun Yuantong T. Gu PINN AI4CE 39 3 0 24 Nov 2022