diff --git a/_pages/publications.md b/_pages/publications.md
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@@ -9,7 +9,7 @@ author_profile: true
## Preprints
-| 
| **Loose, N.**, Marques, G.M., Adcroft, A., Bachman, S., Griffies, S.M., Grooms, I., Hallberg, R.W. and Jansen, M. (2022). Parameterizing eddy form stress in a thickness-weighted average isopycnal ocean model. _submitted to Journal of Advances in Modeling Earth Systems_. Preprint doi: [10.1002/essoar.10512867.1](https://essopenarchive.org/doi/full/10.1002/essoar.10512867.1).|
+| | **Loose, N.**, Marques, G.M., Adcroft, A., Bachman, S., Griffies, S.M., Grooms, I., Hallberg, R.W. and Jansen, M. (2022). Comparing two parameterizations for the restratification effect of mesoscale eddies in an isopycnal ocean model. _submitted to Journal of Advances in Modeling Earth Systems_. Preprint doi: [10.1002/essoar.10512867.1](https://essopenarchive.org/doi/full/10.1002/essoar.10512867.1).|
| 
| Yu, S., ..., **Loose, N.**, ... and Pritchard, M.S. (2023). ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators. _submitted_. Preprint doi: [10.48550/arXiv.2306.08754](https://arxiv.org/abs/2306.08754).|
## Journal Articles
diff --git a/_pages/research.md b/_pages/research.md
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@@ -88,5 +88,5 @@ Filtering surface relative vorticity from a global 0.1 degree MOM6 simulation wi
Check out [this presentation](https://noraloose.github.io/ams2022-talk) on GCM-Filters!
Related publications: [Loose et al.](https://doi.org/10.21105/joss.03947), JOSS (2022);
-[Grooms, Loose et al.](https://doi.org/10.1029/2021MS002552), JAMES (2021).
+[Grooms, Loose et al.](https://doi.org/10.1029/2021MS002552), JAMES (2021); [Yu et al.](https://arxiv.org/abs/2306.08754).