Mathematical and computational modeling for seismic image enhancement in emerging Colombian basins using domain adaptation
Vicerrectoría de Investigación y Extensión, Universidad Industrial de Santander
Research portfolio
Research Projects
Verified case studies and public computational repositories at the intersection of geophysics, Earth data, and machine learning.
2024 · Second place nationally in the Datos a la U competition
FIRENET
A platform for forest-fire management that integrates geospatial technologies, artificial intelligence, open meteorological data, and environmental-crime data. Its neural models forecast monthly temperature and precipitation to help prioritize vulnerable areas.
022022 · Public GitHub repository
DesarrolloPoligonales
Calculation of true bed thickness using the traverses method in Python.
Funded research
Collaborative research programs
New computational technologies for the joint processing and inversion of gravity, magnetic, and magnetotelluric data using physics-guided deep learning for multicriteria characterization
MINCIENCIAS-ANH
Reconciliation of land-use practices and ecosystem sustainability through agrogeophysics, artificial intelligence, and citizen science
Vicerrectoría de Investigación y Extensión, Universidad Industrial de Santander
Open repositories