Jaime Carrasco

According to our database, Jaime Carrasco authored at least 7 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement.

Lucas Murray, Tatiana Castillo, Jaime Carrasco, Andrés Weintraub, Richard Weber, Isaac Martín de Diego, José Ramón González, Jordi Garcia-Gonzalo

CoRR, 2024

2023

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

David Palacios-Meneses, Jaime Carrasco, Sebastián Dávila, Maximiliano Martínez, Rodrigo Mahaluf Recasens, Andrés Weintraub

CoRR, 2023

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

Ian Mancilla-Wulff, Jaime Carrasco, Cristobal Pais, Alejandro Miranda, Andrés Weintraub

CoRR, 2023

2022

Combining optimization and fire simulation modeling to protect biodiversity values at a landscape scale.

Rodrigo Mahaluf Recasens, Jaime Carrasco, Fulgencio Lisón, Cristobal Pais, Alejandro Miranda, Felipe de la Barra, Andrés Weintraub

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

2021

Deep fire topology: Understanding the role of landscape spatial patterns in wildfire occurrence using artificial intelligence.

Cristobal Pais, Alejandro Miranda, Jaime Carrasco, Zuo-Jun Max Shen

Environ. Model. Softw., 2021

Downstream protection value: Detecting critical zones for effective fuel-treatment under wildfire risk.

Cristobal Pais, Jaime Carrasco, Pelagie Elimbi Moudio, Zuo-Jun Max Shen

Comput. Oper. Res., 2021

2019

Adjusting Rate of Spread Factors through Derivative-Free Optimization: A New Methodology to Improve the Performance of Forest Fire Simulators.

Jaime Carrasco, Cristobal Pais, Zuo-Jun Max Shen, Andrés Weintraub

CoRR, 2019