Fair train-test split in machine learning: Mitigating spatial autocorrelation for improved prediction accuracy JJ Salazar, L Garland, J Ochoa, MJ Pyrcz Journal of Petroleum Science and Engineering 209, 109885, 2022 | 60 | 2022 |
Mixed siliciclastic–carbonate systems and their impact for the development of deep-water turbidites in continental margins: A case study from the Late Jurassic to Early … L Moscardelli, J Ochoa, I Lunt, L Zahm AAPG Bulletin 103 (10), 2487-2520, 2019 | 35 | 2019 |
Recognition criteria for distinguising between hemipelagic and pelagic mudrocks in the characterization of deepwater reservoirs heterogeneity J Ochoa, J Wolak, M Gardner ANNUAL AAPG CONFERENCE: DIRECTING THE FUTURE OF E&P: STARRING CREATIVE IDEAS …, 2012 | 35 | 2012 |
Reconstruction of depocenter evolution through time using relative stratigraphic thickness J Wolak, N Hemstra, J Ochoa, M Pelissier The Leading Edge 32 (2), 172-177, 2013 | 13 | 2013 |
Post-training depletions of basolateral amygdala serotonin fail to disrupt discrimination, retention, or reversal learning JG Ochoa, A Stolyarova, A Kaur, EE Hart, A Bugarin, A Izquierdo Frontiers in neuroscience 9, 155, 2015 | 11 | 2015 |
Linking source rock to expelled hydrocarbons using diamondoids: An integrated approach from the Northern Gulf of Mexico R Forkner, A Fildani, J Ochoa, JM Moldowan Journal of Petroleum Science and Engineering 196, 108015, 2021 | 10 | 2021 |
Provenance and morphology of extensive Oligocene-Miocene deep-water fan systems sourced from Chiapas-Veracruz and Sierra Madre Oriental, Gulf of Mexico J Clark, J Ochoa, D Stockli, A Fildani, T Gerber, J Covault, J Guzman, ... 2019 AAPG Annual Convention and Exhibition:, 2019 | 7 | 2019 |
Self-Supervised Learning for Seismic Data: Enhancing Model Interpretability With Seismic Attributes JJ Salazar, E Maldonado-Cruz, J Ochoa, MJ Pyrcz IEEE Transactions on Geoscience and Remote Sensing 61, 1-18, 2023 | 4 | 2023 |
Spatial data analytics-assisted subsurface modeling: A duvernay case study JJ Salazar, J Ochoa, L Garland, LW Lake, MJ Pyrcz Petrophysics 64 (02), 287-302, 2023 | 3 | 2023 |
A Machine Learning Workflow to Support the Identification of Subsurface Resource Analogs AO Mabadeje, JJ Salazar, J Ochoa, L Garland, MJ Pyrcz Energy Exploration & Exploitation 42 (2), 603-625, 2024 | 2 | 2024 |
Physics-Based and Data-Driven Models to Predict Production Drivers in the Vaca Muerta Formation L Cruz, J Ochoa SPE/AAPG/SEG Unconventional Resources Technology Conference, D021S035R001, 2021 | 2 | 2021 |
A Geostatistical Heterogeneity Metric for Spatial Feature Engineering W Liu, LE Garland, J Ochoa, MJ Pyrcz International Geostatistics Congress, 3-19, 2021 | 2 | 2021 |
Evaluation of the Multiple Origins of Thin-bedded Deep-water Slope Sandstones: El Rosario Formation (Upper Cretaceous-Paleocene) Baja California, Mexico J Ochoa, M Gardner ANNUAL AAPG CONVENTION (DENVER, CO, 6/7-10/2009) ABSTRACTS, 2009 | 1 | 2009 |
Mixed siliciclastic-carbonate systems and their impact on the development of the Nova Scotian continental margin L Moscardelli, J Ochoa, I Lunt, L Zahm Atlantic Geology, 2018 | | 2018 |
New source-to-sink paradigms: how to reconcile deepwater seismic stratigraphy and geochronological observations from the Shelburne Sub-basin with current scaling relationships … J Ochoa, L Moscardelli, A Fildani Atlantic Geology, 2018 | | 2018 |
Post-training depletions of basolateral amygdala serotonin fail to disrupt discrimination, retention, or reversal learning. A Izquierdo, A Stolyarova, JG Ochoa, A Bugarin, A Kaur, EE Hart Frontiers in Cellular Neuroscience, 2015 | | 2015 |
Study of the Seismic Source in the Jalisco Block QJ Gutierrez, CR Escudero, FJ Nunez-Cornu, J Ochoa, LH Cruz AGU Spring Meeting Abstracts 2013, S43C-14, 2013 | | 2013 |
Crustal P-wave velocity model for the central-western region of Mexico J Ochoa, CR Escudero, OG Perez, FJ Nunez-Cornu AGU Fall Meeting Abstracts 2012, S41A-2412, 2012 | | 2012 |
Preliminary seismic studies at Ceboruco Volcano CR Escudero, FJ Nunez-Cornu, J Ochoa, FJ Robles AGU Fall Meeting Abstracts 2012, V33A-2834, 2012 | | 2012 |
Deep-water Architecture of a composite Canyon to Mid-Fan Profile along an Active Continental Margin, Mesa San Carlos, Mexico J Ochoa, M Gardner Montana State University 3, 280, 2009 | | 2009 |