/RheologyNet

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RheologyNet

This repo is the code work for the paper:

RheologyNet: A Physics-Informed Neural Network Solution to Evaluate the Thixotropic Properties of Cementitious Materials

Please install these Libraries before running the code: Tensorflow, numpy, pandas, deepxde, matplotlib, scipy, PIL

Results:

Rheology:

Thixotropy:

Comparision between three methods: