Athos Nathanail
Post-doctoral Fellow
Education
- BS, University of Wyoming
- MS, PhD., Heriot-Watt University
Research areas
Multidisciplinary research on machine learning and artificial intelligence focusing on rock, sediment and fluid properties.
Selected publications
PEER-REVIEWED PUBLICATION | Data in Brief, Greece, GR | Jan 2023
• Paper title ”Geo Fossils-I: A Synthetic Dataset of 2D Fossil Images for Computer Vision Applications on Geology”, https://doi.org/10.1016/j.dib.2023.109188
DATASET PUBLICATION | Zenodo, Greece, GR | Jan 2023
• Dataset title ”Geo Fossils-I Dataset”, DOI 10.5281/zenodo.7510740
CONFERENCE PAPER | EAGE Annual Exhibition and Conference, 2021 Amsterdam, NL | Oct 2021
• Paper title ”The Importance of Blending Different Data Types to Train Machine Learning Classifiers for
Sedimentary Structure Detection”, https://doi.org/10.3997/2214-4609.202113184
CONFERENCE PAPER | ICCC 2019 North Carolina, USA | Jun 2019
• Paper title ”The Importance of Applying Computational Creativity to Scientific and Mathematical Domains”, https://doi.org/10.5281/zenodo.3951572
THESIS BY PUBLICATION | University of Wyoming, 2016 Wyoming, USA | Jan 2016
• Paper title ”Enhanced Oil Recovery Screening”, https://doi.org/10.15786/13705327.v3
Contact
Research Centers
- Mines CCUS Innovation Center (MCIC)
- Center for Rock & Fluid Multiphysics (CRFM)