diff --git a/README.md b/README.md
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+++ b/README.md
@@ -1,23 +1,26 @@
-# Thesenpapier
+# GUM-compliant_analytical_uncertainty_propagation_in_deep_neural_networks
 
-[![Status](https://gitlab1.ptb.de/ludwig10/gender-pro-mint_grosse-leistung_ss-20_thesenpapier/badges/master/pipeline.svg)](https://gitlab1.ptb.de/ludwig10/gender-pro-mint_grosse-leistung_ss-20_thesenpapier/commits/master)
+[![Status](https://gitlab1.ptb.de/ludwig10/gum-compliant_analytical_uncertainty_propagation_in_deep_neural_networks/badges/main/pipeline.svg)](https://gitlab1.ptb.de/ludwig10/gum-compliant_analytical_uncertainty_propagation_in_deep_neural_networks/commits/main)
 
-Dieses Repositorium enthält meine zweite Hausarbeit zum Aufbaumodul für das
-Studienprogramm *Gender Pro MINT* des *Zentrums für Interdisziplinäre Frauen- und
-Geschlechterforschung* der *TU Berlin*.
+This repository contains my internship report which I created during the winter semester
+2022 under the kind supervision of Sascha Eichstädt. The internship took place as part 
+of my Master of Science degree in Mathematics on the topic:
 
-Die verlinkte PDF wird nach jedem Push automatisiert kompiliert und somit stets
-aktualisiert.
+*GUM-compliant, analytical uncertainty propagation in deep neural networks*
+
+The linked PDF is automatically compiled after each push and thus always updated. It 
+gets deleted one week after the last push but can always be regenerated through 
+reexecution of the [respective pipeline](https://gitlab1.ptb.de/ludwig10/gum-compliant_analytical_uncertainty_propagation_in_deep_neural_networks/-/pipelines).
 
 ## Download
 
-[Download als PDF](https://gitlab1.ptb.de/ludwig10/gender-pro-mint_grosse-leistung_ss-20_thesenpapier/-/jobs/artifacts/master/raw/src/main.pdf?job=build_pdf)
+[Download pdf](https://gitlab1.ptb.de/ludwig10/gum-compliant_analytical_uncertainty_propagation_in_deep_neural_networks/-/jobs/artifacts/main/raw/src/main.pdf?job=build_pdf)
 
-## Anzeige im Browser
+## Preview in the browser
 
-[Link zur Browser-Ansicht](https://gitlab1.ptb.de/ludwig10/gender-pro-mint_grosse-leistung_ss-20_thesenpapier/-/jobs/artifacts/master/file/src/main.pdf?job=build_pdf)
+[View pdf in browser](https://gitlab1.ptb.de/ludwig10/gum-compliant_analytical_uncertainty_propagation_in_deep_neural_networks/-/jobs/artifacts/main/file/src/main.pdf?job=build_pdf)
 
-## Dank
+## Attribution
 
-Idee und Vorlage für die GitLab-CI Konfiguration inklusive verwendetem Docker Image
-stammen von [Alexander Kammeyer](https://gitlab1.ptb.de/kammey01).
+Idea and template for the GitLab-CI configuration including the Docker image used
+originate from [Alexander Kammeyer](https://gitlab1.ptb.de/kammey01).