Please find attached a proposal for a two-year postdoctoral research project, in collaboration with La Rochelle University, ENSTA | IP Paris, and INRAE in Aix-en-Provence.
The proposed topic is:
Constitutive laws for partially saturated granular materials via thermodynamics-based artificial neural networks trained on GPU DEM-LBM simulations.

For further information, see the attached [PDF].