Publications – John Lab

Blending Geoscience Research with Machine Learning

publication’s list

“Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum” Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

“Hajar A.Al-Wazzan,Nicolas Hawie,C?dric M.John,?2022,Predicting marine organic-rich deposits using forward stratigraphic modelling:The Jurassic Najmah source rock?Case study,Marine and Petroleum” Geology,?Volume 140,…

“Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum” Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

“Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case…

“Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum” Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case…

Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum’ Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case…

Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

https://www.sciencedirect.com/science/article/abs/pii/S0264817222000599

Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581


Title Add article groups Add articles Add article manually Configure article updates BibTeX EndNote RefMan CSV View trash Sort by citations Sort by year Sort by title Select articles to see merge, delete, and export buttons	Cited by Cited by	Year
Clumped isotope record of individual limestone fabrics: A potential method to constrain the timing of oil migration Q Adlan, CM John Chemical Geology 616, 121245, 2023		2023
Non-Linear Clumped Isotopes from DIC Endmember Mixing and Kinetic Isotope Fractionation in High pH Anthropogenic Tufa C Holdsworth, J MacDonald, C John Minerals 12 (12), 1611, 2022		2022
Impact of dataset size and convolutional neural network architecture on transfer learning for carbonate rock classification HL Dawson, O Dubrule, CM John Computers & Geosciences, 105284, 2022		2022
Stratigraphic evolution and karstification of a Cretaceous Mid‐Pacific atoll (Resolution Guyot) resolved from core‐log‐seismic integration and comparison with modern and … MS El‐Yamani, CM John, R Bell Basin Research 34 (5), 1536-1566, 2022		2022
Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock–Case study HA Al-Wazzan, N Hawie, CM John Marine and Petroleum Geology 140, 105581, 2022	2	2022
Changing surface ocean circulation caused the local demise of echinoid Scaphechinus mirabilis in Taiwan during the Pleistocene–Holocene transition SL Ho, JK Wang, YJ Lin, CR Lin, CW Lee, CH Hsu, LY Chang, TH Wu, … Scientific reports 12 (1), 1-9, 2022		2022
Determination of the spatial distribution of wetting in the pore networks of rocks G Garfi, CM John, M Rücker, Q Lin, C Spurin, S Berg, S Krevor Journal of Colloid and Interface Science 613, 786-795, 2022	10	2022
Origin and distribution of calcite cements in a folded fluvial succession: The Puig‐reig anticline (south‐eastern Pyrenees) X Sun, E Gomez‐Rivas, D Cruset, J Alcalde, D Muñoz‐López, I Cantarero, … Sedimentology, 2022	5	2022
Distribution of carbonate sediments in the Maverick Basin, Texas, during the Cretaceous Ocean Anoxic Event 2 AS Robinson, C John, A Dale, N Hawie EGU22, 2022		2022
Disentangling the impact of global and regional climate changes during the middle Eocene in the Hampshire Basin: new insights from carbonate clumped isotopes and ostracod … M Marchegiano, CM John Paleoceanography and Paleoclimatology 37 (2), e2021PA004299, 2022		2022
Cenozoic sediment bypass versus Laramide exhumation and erosion of the Eagle Ford Group: Perspective from modelling of organic and inorganic proxy data (Maverick Basin, Texas, USA) AS Robinson, A Dale, T Adatte, CM John Geology, 2022		2022
Comparison of CNN architectures for textural carbonate core image classification H Dawson, C John, O Dubrule AGU Fall Meeting Abstracts 2021, EP15H-02, 2021		2021
The Mars Winds Project: Mapping Prevalent Surface Wind Directions on Mars using Deep-Learning C John, A Drossinos, R LeRoy, P Ruiz Ibanez, M Clark AGU Fall Meeting Abstracts 2021, P11B-05, 2021		2021
Understanding the sediment system of the Maverick Basin, Texas during the Late Cretaceous to Early Eocene through modelling of Apparent Organic Temperatures vs Carbonate … S Robinson, C John, A Dale, A Thierry, M Osborne AGU Fall Meeting Abstracts 2021, V25B-0110, 2021		2021
Multiple fluid flow events from salt‐related rifting to basin inversion (Upper Pedraforca thrust sheet, SE Pyrenees) D Cruset, J Vergés, A Benedicto, E Gomez‐Rivas, I Cantarero, CM John, … Basin Research 33 (6), 3102-3136, 2021	3	2021
Evidence of taxonomic non-equilibrium effects in the clumped isotope composition of modern cephalopod carbonate AJ Davies, S Davis, CM John Chemical Geology 578, 120317, 2021	5	2021
Agregados de cristales de calcita en forma de rosetas rellenando fracturas en el SE de los Pirineos D Cruset, J Ibáñez Insa, I Cantarero, CM John, A Traveset		2021
Anaerobic oxidation of methane by Mn oxides in sulfate-poor environments C Cai, K Li, D Liu, CM John, D Wang, B Fu, M Fakhraee, H He, L Feng, … Geology 49 (7), 761-766, 2021	10	2021
InterCarb: A community effort to improve interlaboratory standardization of the carbonate clumped isotope thermometer using carbonate standards SM Bernasconi, M Daëron, KD Bergmann, M Bonifacie, AN Meckler, … Geochemistry, Geophysics, Geosystems 22 (5), e2020GC009588, 2021	71	2021
A unified clumped isotope thermometer calibration (0.5–1,100 C) using carbonate‐based standardization NT Anderson, JR Kelson, S Kele, M Daëron, M Bonifacie, J Horita, … Geophysical Research Letters 48 (7), e2020GL092069, 2021	56	2021

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Articles 1–20

Blending Geoscience Research with Machine Learning

PAPER HIGHLIGHTS

Robert Platt

Hajar A. Al-Wazzan, Nicolas Hawie, Cédric M. John, 2022, Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock – Case study, Marine and Petroleum Geology, Volume 140, June 2022, 105581

Using Machine Learning to Predict Production Success in Unconventional Shale Reservoirs

Easotope: A Powerful Tool for Clumped Isotope Data Analysis

Improving the Reliability of Geological Data with Convolutional Neural Networks

publication’s list

“Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum” Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

“Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum” Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

“Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum” Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum’ Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581

Hajar A.Al-Wazzan, Nicolas Hawie, C?dric M.John,?2022,??Predicting marine organic-rich deposits using forward stratigraphic modelling: The Jurassic Najmah source rock ? Case study,?Marine and Petroleum Geology,?Volume 140, June 2022, 105581,?https://doi.org/10.1016/j.marpetgeo.2022.105581