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Kasra Shamsaei
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A multimodal data fusion and deep learning framework for large-scale wildfire surface fuel mapping
M Alipour, I La Puma, J Picotte, K Shamsaei, E Rowell, A Watts, B Kosovic, ...
Fire 6 (2), 36, 2023
292023
Toward a Better Understanding of Wildfire Behavior in the Wildland‐Urban Interface: A Case Study of the 2021 Marshall Fire
TW Juliano, N Lareau, ME Frediani, K Shamsaei, M Eghdami, K Kosiba, ...
Geophysical Research Letters 50 (10), e2022GL101557, 2023
212023
Coupled fire-atmosphere simulation of the 2018 Camp Fire using WRF-Fire
K Shamsaei, TW Juliano, M Roberts, H Ebrahimian, B Kosovic, ...
International journal of wildland fire 32 (2), 195-221, 2023
182023
Deep Learning Approach to Improve Spatial Resolution of GOES-17 Wildfire Boundaries using VIIRS Satellite Data
M Badhan, K Shamsaei, H Ebrahimian, G Bebis, NP Lareau, E Rowell
Remote Sensing 16 (4), 715, 2024
92024
Brief communication: The Lahaina Fire disaster: How models can be used to understand and predict wildfires
TW Juliano, F Szasdi-Bardales, NP Lareau, K Shamsaei, B Kosovic, ...
Natural Hazards and Earth System Sciences Discussions 2023, 1-7, 2023
92023
Integrating dynamic wildland fire position input with a community fire spread simulation: A case study of the 2018 Camp Fire
F Szasdi-Bardales, K Shamsaei, NP Lareau, TW Juliano, B Kosovic, ...
Fire Safety Journal 143, 104076, 2024
62024
Sensitivity of simulated fire‐generated circulations to fuel characteristics during large wildfires
M Roberts, NP Lareau, TW Juliano, K Shamsaei, H Ebrahimian, ...
Journal of Geophysical Research: Atmospheres 129 (6), e2023JD040548, 2024
52024
The Role of Fuel Characteristics and Heat Release Formulations in Coupled Fire-Atmosphere Simulation
K Shamsaei, TW Juliano, M Roberts, H Ebrahimian, NP Lareau, E Rowell, ...
Fire 6 (7), 264, 2023
42023
Modeling firebrand spotting in WRF-Fire for coupled fire-weather prediction
M Frediani, K Shamsaei, TW Juliano, B Kosovic, J Knievel, SA Tessendorf, ...
Authorea Preprints, 2024
12024
Synergistic Integration of Wildfire Models to Simulate Fire Spread in the Wildland Urban Interface
FJ Szasdi Bardales, N Elhami Khorasani, K Shamsaei, TW Juliano, ...
AGU Fall Meeting Abstracts 2022, NH56A-06, 2022
12022
An offline coupling of fire spread models to simulate the 2021 Marshall Fire
F Szasdi-Bardales, K Shamsaei, TW Juliano, B Kosovic, H Ebrahimian, ...
International Journal of Wildland Fire 34 (1), 2025
2025
Modeling Wind-Driven Fire Spread in the Wildland-Urban Interface
TW Juliano, F Szasdi-Bardales, N Elhami-Khorasani, K Shamsaei, ...
105th AMS Annual Meeting, 2025
2025
Factors Influencing the Formation of Pyrocumulonimbus Clouds Over the 2020 Creek Fire
F Turney, P Saide, EJ Hyer, DA Peterson, K Shamsaei, TM McHardy, ...
AGU24, 2024
2024
Reconciling Satellite Remote Sensing Data for Wildfire Monitoring–Sensitivity Analyses of Deep Learning Inputs and Architectures
M Badhan, K Shamsaei, H Ebrahimian, D Or, N Lareau, G Bebis
AGU24, 2024
2024
A Probabilistic Framework for Uncertainty Propagation in Wildfire Risk Assessment
M Bavandpour, K Shamsaei, H Ebrahimian, T Parhizkar, D Or, ...
AGU24, 2024
2024
Modelling Ignition of Natural Fuel Beds by Firebrands
K Shamsaei, M Bavandpour, D Or, H Ebrahimian, NE Khorasani
AGU24, 2024
2024
Development of a Firebrand Generation Model for Wildland Fire Simulations
K Shamsaei, FJS Bardales, M Bavandpour, RU Shaik, H Ebrahimian, ...
AGU24, 2024
2024
Investigating the role of atmospheric flow dynamics on the behavior of the Lahaina Fire
NP Lareau, TW Juliano, F Szasdi-Bardales, N Elhami-Khorasani, ...
104th AMS Annual Meeting, 2024
2024
Using observations to identify missing physics in simulations of large wildland fires
N Lareau, M Roberts, K Shamsaei, H Ebrahimian, TW Juliano, B Kosovic
AGU23, 2023
2023
Computationally Efficient Real-World-Informed Wildland Fire Forecasting using WRF-Fire
K Shamsaei, TW Juliano, MT Roberts, H Ebrahimian, B Kosovic, ...
103rd AMS Annual Meeting, 2023
2023
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