Professor Cédric John

Profile

Research Interests include: 

• 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

Research

Publications

• Deo R, John CM, Zhang C et al. . Deepdive: Leveraging Pre-trained Deep Learning for Deep-Sea ROV Biota Identification in the Great Barrier Reef.

  
  

  DOI: 10.1038/s41597-024-03766-3

  
  

  QMRO:
• Dawson HL, John CM (2024). Object detection algorithms to identify skeletal components in carbonate cores.

  
  

  DOI: 10.1016/j.marpetgeo.2024.106965

  
  

  QMRO: https://qmro.qmul.ac.uk/xmlui/handle/123456789/97701
• El-Yamani MS, John CM, Bell R (2024). Mechanism of island dolostones formation in the Cretaceous calcitic ocean: Insights from the Mid-Pacific Guyots.

  
  

  DOI: 10.1016/j.marpetgeo.2024.106741

  
  

  QMRO:
• Klein F, Schroeder T, John CM et al. (2024). Mineral carbonation of peridotite fueled by magmatic degassing and melt impregnation in an oceanic transform fault.

  
  

  DOI: 10.1073/pnas.2315662121

  
  

  QMRO:
• Holdsworth CM, John CM, Snæbjörnsdóttir SÓ et al. (2024). Reconstructing the temperature and origin of CO2 mineralisation in CarbFix calcite using clumped, carbon and oxygen isotopes.

  
  

  DOI: 10.1016/j.apgeochem.2024.105925

  
  

  QMRO:
• Adlan Q, Kaczmarek SE, John CM . Clumped Isotope Reordering and Kinetic Differences in Co-Hosted Calcite and Dolomite Minerals throughout Burial Diagenesis and Exhumation.

  
  

  DOI: 10.3390/min13121466

  
  

  QMRO:
• Herlambang A, John CM (2023). Fluid flow evolution revealed by carbonate clumped isotope thermometry along the fractures in a complex salt dome setting: Study case (Jebel Madar, Oman).

  
  

  DOI: 10.1016/j.marpetgeo.2023.106220

  
  

  QMRO:
• Yamin Ali M, John CM, Johnson HD (2023). Diagenesis of the Central Luconia Carbonate Platforms: The Roles of Early Dolomitization and Late Hydrothermal Fluids in Enhancing Deep Reservoir Properties.

  
  

  DOI: 10.2110/sepmsp.114.05

  
  

  QMRO:
• Herlambang A, John CM, Drake H (2023). Physicochemical Conditions of the Devonian‐Jurassic Continental Deep Biosphere Tracked by Carbonate Clumped Isotope Temperatures of Granite‐Hosted Carbonate Veins.

  
  

  DOI: 10.1155/2023/8445328

  
  

  QMRO:
• Nathwani CL, Wilkinson JJ, Brownscombe W et al. (2023). Mineral Texture Classification Using Deep Convolutional Neural Networks: An Application to Zircons From Porphyry Copper Deposits.

  
  

  DOI: 10.1029/2022jb025933

  
  

  QMRO: