How to run ML within Abaqus material subroutine?
问题 I'm using Abaqus to run FEA simulations which include a material user subroutine (umat), written in Fortran 77 to define the material model. Currently I'm need to use data from the simulation (at run time) to train a machine learning algorithm (SVR or Random Forest Regression are yet to be chosen). Naturally most of the ML modules are in python, not in Fortran, so I have tried the following approach so far: Within the UMAT I'm calling the python script via command line, the data is written in