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Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics
v1v2 (latest)

Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics

11 December 2020
J. Burge
M. Bonanni
M. Ihme
Lily Hu
ArXiv (abs)PDFHTML

Papers citing "Convolutional LSTM Neural Networks for Modeling Wildland Fire Dynamics"

10 / 10 papers shown
Wildfire spread forecasting with Deep Learning
Wildfire spread forecasting with Deep Learning
Nikolaos Anastasiou
Spyros Kondylatos
Ioannis Papoutsis
272
1
0
23 May 2025
Deep Learning for Wildfire Risk Prediction: Integrating Remote Sensing and Environmental Data
Deep Learning for Wildfire Risk Prediction: Integrating Remote Sensing and Environmental Data
Zhengsen Xu
Jonathan Li
Sibo Cheng
Xue Rui
Yu Zhao
...
Haiyan Guan
Aryan Sharma
Matthew Erxleben
Ryan Chang
Linlin Xu
579
0
0
02 May 2024
Prescribed Fire Modeling using Knowledge-Guided Machine Learning for
  Land Management
Prescribed Fire Modeling using Knowledge-Guided Machine Learning for Land ManagementSDM (SDM), 2023
Somya Sharma Chatterjee
Kelly Lindsay
Neel Chatterjee
Rohan Patil
Ilkay Altintas De Callafon
M. Steinbach
Daniel Giron
Mai H. Nguyen
Vipin Kumar
298
1
0
02 Oct 2023
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in
  the Mediterranean
Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the MediterraneanNeural Information Processing Systems (NeurIPS), 2023
Spyros Kondylatos
Ioannis Prapas
Gustau Camps-Valls
Ioannis Papoutsis
244
25
0
08 Jun 2023
Anomaly Detection in Satellite Videos using Diffusion Models
Anomaly Detection in Satellite Videos using Diffusion Models
Akash Awasthi
S. Ly
Jaer Nizam
Samira Zare
Videet Mehta
Safwan Ahmed
K. Shah
R. Nemani
S. Prasad
Hien Nguyen
138
10
0
25 May 2023
A Neural Emulator for Uncertainty Estimation of Fire Propagation
A Neural Emulator for Uncertainty Estimation of Fire Propagation
Andrew Bolt
Conrad Sanderson
J. Dabrowski
C. Huston
Petra Kuhnert
312
4
0
10 May 2023
Recurrent Convolutional Deep Neural Networks for Modeling Time-Resolved
  Wildfire Spread Behavior
Recurrent Convolutional Deep Neural Networks for Modeling Time-Resolved Wildfire Spread BehaviorFire technology (FT), 2022
J. Burge
M. Bonanni
R. Hu
M. Ihme
AI4CE
185
26
0
28 Oct 2022
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models
A Spatio-Temporal Neural Network Forecasting Approach for Emulation of Firefront Models
Andrew Bolt
C. Huston
Petra Kuhnert
J. Dabrowski
J. Hilton
Conrad Sanderson
AI4TS
381
13
0
17 Jun 2022
An Emulation Framework for Fire Front Spread
An Emulation Framework for Fire Front Spread
Andrew Bolt
J. Dabrowski
C. Huston
Petra Kuhnert
146
1
0
23 Mar 2022
On the Relationship between Self-Attention and Convolutional Layers
On the Relationship between Self-Attention and Convolutional LayersInternational Conference on Learning Representations (ICLR), 2019
Jean-Baptiste Cordonnier
Andreas Loukas
Martin Jaggi
797
625
0
08 Nov 2019
1
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