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After a preliminary phase to learn how to use the available tools, the objective of the post-doctoral work is to test the relevance and evaluate the contribution of these new methods on two real cases, taken from BRGM's activities:
- in hydrogeological modeling (interpolation of large number of piezometries and modeling of a pollutant plume)
- in geological modeling (interpolation of geological interfaces with inequality constraints and simulations / interpolations of a complex geological model)
Short articles, possibly submitted for scientific communications, will summarize the work carried out on each of these two case studies along with the main results.
The post-doctoral fellow will use the R-Geostat library developed by the Center for Geoscience from Mines Paristech. A training period at Fontainebleau is planned at the beginning of the contract period. The first case (hydrogeological modeling) lends itself well to a direct application of the available tools while the second (geological modeling) may require some adaptations of the available algorithms.
The work will take place at the BRGM in Orléans in close collaboration between the Géoresources, Risks and Prevention, and Eau Environnement departments, as well as with the ISTO (Institute of Earth Sciences of Orléans). It will also include exchanges with the Paristech Mines Geoscience Center in Fontainebleau.
You've been holding a Ph.D thesis for less than 5 years with a specialty in spatial statistics, geostatistics and / or applied probabilities. You have a first experience of geostatistical tools and methods and have at least a first experience in scientific programming (R, Python ...).
Vous mobiliserez les compétences et qualités suivantes :
-Substantial background in geostatistics / probabilities / spatial statistics,
-Knowledge of a scripting language - ideally R,
-A strong motivation for applied work in the field of geosciences,
-Writing and oral skills,
-Anaytical and synthetical mind,
-Team spirit.
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