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Commit 2f47d1fb authored by Lars Yström's avatar Lars Yström
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# NRG - An artificial neural network solute geothermometer # AnnRG - An artificial neural network solute geothermometer
## Name ## Name
NRG (Neural Regression Geothermometer) AnnRG (Artificial neural network Regression Geothermometer)
## Description ## Description
An artificial neural network solute geothermometer for geothermal reservoir temperature prediction An artificial neural network solute geothermometer for geothermal reservoir temperature prediction
...@@ -10,7 +10,7 @@ An artificial neural network solute geothermometer for geothermal reservoir temp ...@@ -10,7 +10,7 @@ An artificial neural network solute geothermometer for geothermal reservoir temp
Supervised feedforward multilayer perceptron solving the regression analysis of fluid chemistry to predict reservoir temperature. Supervised feedforward multilayer perceptron solving the regression analysis of fluid chemistry to predict reservoir temperature.
## Installation ## Installation
NRG is based on Python 3.8.5 and additional Python libraries: _NumPy, pandas, Matplotlib, seaborn, scikit-learn, TensorFlow, Keras_ AnnRG is based on Python 3.8.5 and additional Python libraries: _NumPy, pandas, Matplotlib, seaborn, scikit-learn, TensorFlow, Keras_
## Usage ## Usage
INPUT: cvs-file:['pH','Na','K','Ca','Mg','SiO2','Cl','Temperature'] INPUT: cvs-file:['pH','Na','K','Ca','Mg','SiO2','Cl','Temperature']
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