sacess_parpe zenodo badge

Author: dweindl

optimizations/README.md

@@ -11,20 +11,20 @@ instead of individual local optimization trajectories.
 
 Optimizations were performed using the following container images:
 
-* pyPESTO optimizers (scipy, nlopt, ...): 
-  for Marvin, see [pypesto-benchmark-docker/](pypesto-benchmark-docker/); 
-  for FinisTerrae III see 
+* pyPESTO optimizers (scipy, nlopt, ...):
+  for Marvin, see [pypesto-benchmark-docker/](pypesto-benchmark-docker/);
+  for FinisTerrae III see
   [pypesto-benchmark-docker-limited-storage/](pypesto-benchmark-docker-limited-storage/)
 
 * for parPE-saCeSS, see https://github.com/davidrpenas/sacess_parpe
+  [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.21294078.svg)](https://doi.org/10.5281/zenodo.21294078)
 
 * pySaCeSS, see [pyscat-benchmark-docker/](pyscat-benchmark-docker/)
 
 The driver scripts for the optimizations
 are [optimize_with_fixed_pyscat_final.py](optimize_with_fixed_pyscat_final.py)
 and [single_file_save_with_timelimits.py](single_file_save_with_timelimits.py).
 
-The benchmark problems are available in the 
+The benchmark problems are available in the
 [PEtab benchmark problem collection](https://github.com/Benchmarking-Initiative/Benchmark-Models-PEtab);
 version [v2024.11.11](https://doi.org/10.5281/zenodo.18356087) was used.
-