From 9fa1b865e4bf9a817d58bfa2827d70f2e6d2f8e9 Mon Sep 17 00:00:00 2001
From: Maren Philipps <maren.philipps@uni-bonn.de>
Date: Fri, 2 Jan 2026 19:28:56 +0100
Subject: [PATCH] update

---
 src/benchmark_refs.bib | 22 ++++++++++++++++++++++
 1 file changed, 22 insertions(+)

diff --git a/src/benchmark_refs.bib b/src/benchmark_refs.bib
index aea0aa0..11b735c 100644
--- a/src/benchmark_refs.bib
+++ b/src/benchmark_refs.bib
@@ -1,3 +1,25 @@
+@article{philipps2025current,
+  title = {Current state and open problems in universal differential equations for systems biology},
+  author = {Philipps, Maren and Schmid, Nina and Hasenauer, Jan},
+  journal = {npj Systems Biology and Applications},
+  volume = {11},
+  number = {1},
+  pages = {101},
+  year = {2025},
+  publisher = {Nature Publishing Group UK London},
+}
+
+@article{persson2025petab,
+  title={PEtab. jl: advancing the efficiency and utility of dynamic modelling},
+  author={Persson, Sebastian and Fr{\"o}hlich, Fabian and Grein, Stephan and Loman, Torkel and Ognissanti, Damiano and Hasselgren, Viktor and Hasenauer, Jan and Cvijovic, Marija},
+  journal={Bioinformatics},
+  volume={41},
+  number={9},
+  pages={btaf497},
+  year={2025},
+  publisher={Oxford University Press}
+}
+
 @article{LakrisenkoPat2024,
     author = {Lakrisenko, Polina AND Pathirana, Dilan AND Weindl, Daniel AND Hasenauer, Jan},
     journal = {PLOS ONE},