Postdoc position: Automatic recognition of tectono-saliferous structures from geological data
The geological structures resulting from the mechanisms of the salt tectonics, especially at the level of the passive continental margins, are known to be of good reservoir of energy resources. The main difficulty is to recognize structures associated. Geological map could allows to recognize these forms / structures by interpretation of the unit geology and structure in presence. This step always requires an interpretation by a structural geologist expert. This leads to very subjective and highly variable renderings. Recently, computer-based methods of machine learning (in particular "deep learning" branch for image analysis) make it possible to automatically extract the relevant characteristics over large amounts of data. These methods can be applied to geoscientific problems and in particular to the automatic recognition of complex geological structures from relevant descriptive variables: eg. geological information (rock type, formation type, structural elements, topology ...).
To do this, we propose 1) to compile and manage all existing data to identify geological structures and more particularly salt tectonics associated; (2) to define a predictive model based on built-up examples and deduce main variables (here type of geological structures); (3) to develop / apply the algorithms of automatic shape recognition methods and this on a case of application on one or more basins affected by salt tectonics mechanisms.
Similar Positions
-
Postdoctoral Fellowships Metabolic Control Of Cell Growth And Senescence, Nature Careers, France, 26 days ago
Two Postdoctoral positions are available in the team Cell Growth Control by Nutrients (Nature Metabolism, 6, 323; Nature Cell Biology, 7, 286; Cell Metabolism, 5, 476; J. Exp. Med., 211, 2249; EMB...
-
Expression Of Interest – Marie Skłodowska Curie Actions – Postdoctoral Fellowships 2024 (Msca Pf), Nature Careers, France, 21 days ago
The Marie Skłodowska Curie Postdoctoral Fellowship programme (MSCA-PF) is a highly renowned European funding scheme. It offers talented scientists the unique chance to set up 2-year research and ...