DrCedric John

My main interests include:

• Application of neural networks and machine learning for geological applications, for instance, image recognition to automatically extract information from core and thin sections.
• Numerical methods and programming, such as forward modelling of stratigraphy or development of software for geochemistry
• Use of machine learning, notably neural network, for automatic feature extraction from unstructured geological data (for instance, image recognition of facies in cores)
• Forward modeling of sedimentary processes to constrain the architecture of carbonate systems and the distribution of different facies
• Clumped isotope geochemistry and thermal history of carbonate, notably applied to carbonate diagenesis
• Continental margin sediment and shallow-water carbonates. notably linked to field research
• Climate change and the environment
  
  Please visit my research group website for more info: www.john-lab.org