Athos Nathanail

Post-doctoral Fellow
Athos Nathanail

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

 

Research Centers

  • Mines CCUS Innovation Center (MCIC)
  • Center for Rock & Fluid Multiphysics (CRFM)