I am a second year MSc student at KAUST. I work mainly on machine learning applied for geophysical inverse problems like Seismic Super Resolution and Full Waveform Inversion. Before coming to KAUST I also did some work on well logs and gravity and magnetic data inversion.
My hobbies are water sports like swimming and waterpolo, and I like playing chess and video games.
Research Interests
Machine Learning, Full Waveform Inversion
Selected Publications
Vázquez-Ayala, J. A., Ortiz-Alemán, J. C., López-Juárez, S., Couder-Castañeda, C., & Trujillo-Alcántara, A. (2025). Prediction of Sonic Well Logs Using Deep Neural Network: Application to Petroleum Reservoir Characterization in Mexico. Geosciences, 15(11), 424. https://doi.org/10.3390/geosciences15110424
Education
M.S. in Earth Science and Engineering, King Abdullah University of Science and Technology} Aug 2025 – Present
B.E. in Geophysical Engineering, National Autonomous University of Mexico Aug 2018 – Nov 2024
Professional Profile
Scientific and Professional Membership
Awards
2024 Second Place – BAL-UNAM Award in Earth Sciences, Renewable Energies, and Environment, 7th Edition.
