Search Results for author: Jaime Carrasco

Found 4 papers, 1 papers with code

Cell2Fire: A Cell Based Forest Fire Growth Model

1 code implementation22 May 2019 Cristobal Pais, Jaime Carrasco, David L. Martell, Andres Weintraub, David L. Woodruff

Cell2Fire is a new cell-based forest and wildland landscape fire growth simulator that is open-source and exploits parallelism to support the modelling of fire growth cross large spatial and temporal scales in a timely manner.

Computation

Comparison of metaheuristics for the firebreak placement problem: a simulation-based optimization approach

no code implementations29 Nov 2023 David Palacios-Meneses, Jaime Carrasco, Sebastián Dávila, Maximiliano Martínez, Rodrigo Mahaluf, Andrés Weintraub

The problem of firebreak placement is crucial for fire prevention, and its effectiveness at landscape scale will depend on their ability to impede the progress of future wildfires.

Stochastic Optimization

Two Scalable Approaches for Burned-Area Mapping Using U-Net and Landsat Imagery

no code implementations29 Nov 2023 Ian Mancilla-Wulff, Jaime Carrasco, Cristobal Pais, Alejandro Miranda, Andres Weintraub

This study explores two proposed approaches based on the U-Net model for automating and optimizing the burned-area mapping process.

Hyperparameter Optimization

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