From 8c20881f1d49ad3f559a033ff1a04d76968749a4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Lars=20Ystr=C3=B6m?= <lars.ystroem@kit.edu> Date: Tue, 22 Aug 2023 12:00:59 +0000 Subject: [PATCH] Add README.md --- README.md | 27 +++++++++++++++++++++++++++ 1 file changed, 27 insertions(+) create mode 100644 README.md diff --git a/README.md b/README.md new file mode 100644 index 0000000..e11c9cb --- /dev/null +++ b/README.md @@ -0,0 +1,27 @@ +# NRG - An artificial neural network solute geothermometer + +## Name +NRG (Neural Regression Geothermometer) + +## Description +An artificial neural network solute geothermometer for geothermal reservoir temperature prediction + +## Function +Supervised feedforward multilayer perceptron solving the regression analysis of fluid chemistry to predict reservoir temperature. + +## Installation +NRG is based on Python 3.8.5 and additional Python libraries: _NumPy, pandas, Matplotlib, seaborn, scikit-learn, TensorFlow, Keras_ + +## Usage +INPUT: cvs-file:['pH','Na','K','Ca','Mg','SiO2','Cl','Temperature'] + +OUTPUT: graphical output of predicted vs. measured data, and error diagrams/values + +## Support +lars.ystroem@kit.edu + +## Authors +Vollmer, M.; Ystroem, L.H. + +## License +MIT License -- GitLab