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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
Rheology:
Thixotropy:
Comparision between three methods: