From 54f2e45862452333f92e49f98c724279862420e6 Mon Sep 17 00:00:00 2001 From: Alraune Zech Date: Sat, 15 Jun 2024 14:24:21 +0200 Subject: [PATCH] update README after preparing release and publication on Zenodo. --- README.md | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 167511e..715ff66 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,10 @@ +[![DOI](https://zenodo.org/badge/302602074.svg)](https://zenodo.org/doi/10.5281/zenodo.4134626) + # PSD Analysis using Machine Learning to identify hydraulic conductivity -This repository provides routines to perform particle size distribution (PSD) analysis, particularly workflows to estimate hydraulic conductivity with six Machine Learning (ML) algorithms: +This repository accompanies the manuscript "Predicting Saturated Hydraulic Conductivity from Particle Size Distributions using Machine Learning" (submitted/under revision). + +The repository provides routines to perform particle size distribution (PSD) analysis, particularly workflows to estimate hydraulic conductivity with six Machine Learning (ML) algorithms: - Decision Tree (DT) - Random Forest (RF) - XGBoost (XG)