of bytes in distributed program, including test data, etc.: 7178021 Distribution format: tar.gz Programming language: Fortran 90, Fortran 77, Python, make (GNU Make dialect), GNU Bash shell interpreter (available as /bin/bash). Computer: Apple Powermac (Intel Xeon), ASUS K53U (AMD E-350...
Several heuristic methods have been developed to estimate these tuning parameters in a data-driven fashion. In particular, we decided to use the emcee23 Python library which is based on the algorithm described in24 and has been thoroughly used in astrophysics....
The optimization framework for the fracture modeling neural network is constructed in Python 3.9.11. We obtain the partial derivative ∂fiNN/∂Wkl using the gradient tape function in TensorFlow 2.6.0. Following the formulation of Riedmiller and Braun [82], we coded the resilient-back propagati...
Using the Ordinary Least Squares regression model provided by the statsmodels Python module60, Eq. (13) was fit to the two data sets, allowing the pre-factors to vary freely. The linear model can be applied to the non-linear relationship by constructing the necessary composite parameter for th...