Technical Topics

1. Digitalization and Insight Generation

• Data – the Asset in Digital Transformation
  
• Decoding the building blocks of Digital: Cloud, Datalakes, and more
  
• Learning from Unstructured documents Moving from relational to knowledge graph approaches
  

2. Applied Analytics & Machine Learning 

• Automated subsurface interpretation
  
• Pragmatic Approaches
• Machine Learning Assisted Geophysics 
  
• Data-Driven Production & Operations Optimization in Mature Assets 
  
• Wells, core, thin sections, and logs: everything from upscaling through missing log prediction and pay zone detection
  
• Studies in Success: Case Studies in Subsurface Analytics
  
• Model Interpretability
• Machine learning models in production

3. The Digital Subsurface: Innovation, Collaborative Competition, and growing the Digital Toolkit

• Connectivity, IOT, and remote sensing 
  
• Innovation, Design Thinking, and Cultural Transformation in Energy
  
• Growing the right skills for the aspiring digital geologist
• Digital Management: decision flow optimization
• The challenge of handling Big Data from sensors and IOTs
• Digital twins