Jaime Carrasco

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Simulation Model

Spatial Patterns

Thematic Mapper

Constrained Optimization

Top Venues

Comput. Oper. Res.

Environ. Model. Softw.

Publications

Lucas Murray, Tatiana Castillo, Jaime Carrasco, Andrés Weintraub, Richard Weber, Isaac Martín de Diego, José Ramón González, Jordi Garcia-Gonzalo
Advancing Forest Fire Prevention: Deep Reinforcement Learning for Effective Firebreak Placement. CoRR (2024)
Ian Mancilla-Wulff, Jaime Carrasco, Cristobal Pais, Alejandro Miranda, Andrés Weintraub
Two Scalable Approaches for Burned-Area Mapping Using U-Net and Landsat Imagery. CoRR (2023)
David Palacios-Meneses, Jaime Carrasco, Sebastián Dávila, Maximiliano Martínez, Rodrigo Mahaluf Recasens, Andrés Weintraub
Comparison of metaheuristics for the firebreak placement problem: a simulation-based optimization approach. CoRR (2023)
Rodrigo Mahaluf Recasens, Jaime Carrasco, Fulgencio Lisón, Cristobal Pais, Alejandro Miranda, Felipe de la Barra, Andrés Weintraub
Combining optimization and fire simulation modeling to protect biodiversity values at a landscape scale. LA-CCI (2022)
Cristobal Pais, Jaime Carrasco, Pelagie Elimbi Moudio, Zuo-Jun Max Shen
Downstream protection value: Detecting critical zones for effective fuel-treatment under wildfire risk. Comput. Oper. Res. 131 (2021)
Cristobal Pais, Alejandro Miranda, Jaime Carrasco, Zuo-Jun Max Shen
Deep fire topology: Understanding the role of landscape spatial patterns in wildfire occurrence using artificial intelligence. Environ. Model. Softw. 143 (2021)
Jaime Carrasco, Cristobal Pais, Zuo-Jun Max Shen, Andrés Weintraub
Adjusting Rate of Spread Factors through Derivative-Free Optimization: A New Methodology to Improve the Performance of Forest Fire Simulators. CoRR (2019)