diff --git a/README.md b/README.md
index 20b1e0cfc778999f701e2bdf40709595eb28fd4e..107c6476cf94ca8db71c10b91bc6140b70673f89 100644
--- a/README.md
+++ b/README.md
@@ -37,18 +37,23 @@ on Scientific Computing, 46(1):C101–C126, 2024
 
 If you use this code in your work for vectorial-valued output data, please cite the paper
 
-> T. Wenzel, B. Haasdonk, H. Kleikamp, M. Ohlberger, and F. Schindler. Application
-of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Model-
-ing. arXiv preprint arXiv:2302.14526, 2023. Accepted for LSSC 2023 proceedings.
+> T. Wenzel, B. Haasdonk, H. Kleikamp, M. Ohlberger, and F. Schindler. Application 
+of Deep Kernel Models for Certified and Adaptive RB-ML-ROM Surrogate Modeling. 
+In I. Lirkov and S. Margenov, editors, Large-Scale Scientific
+Computations, pages 117–125, Cham, 2024. Springer Nature Switzerland
+
 
 ```bibtex:
-@article{wenzel2023application,
-  title={Application of {D}eep {K}ernel {M}odels for {C}ertified
-and {A}daptive {RB}-{ML}-{ROM} {S}urrogate {M}odeling},
-  author={Wenzel, Tizian and Haasdonk, Bernard and Kleikamp, Hendrik and Ohlberger, Mario and Schindler, Felix},
-  journal={arXiv preprint arXiv:2302.14526},
-  year={2023},
-  note={Accepted for LSSC 2023 proceedings.}
+@InProceedings{wenzel2024application,
+author="Wenzel, Tizian and Haasdonk, Bernard and Kleikamp, Hendrik and Ohlberger, Mario and Schindler, Felix",
+editor="Lirkov, Ivan and Margenov, Svetozar",
+title="{A}pplication of {D}eep {K}ernel {M}odels for {C}ertified and {A}daptive {RB}-{ML}-{ROM} {S}urrogate {M}odeling",
+booktitle="Large-Scale Scientific Computations",
+year="2024",
+publisher="Springer Nature Switzerland",
+address="Cham",
+pages="117--125",
+doi="doi.org/10.1007/978-3-031-56208-2_11",
 }
 ```