diff --git a/docs/notebooks/Publications.ipynb b/docs/notebooks/Publications.ipynb
index f221a04b490b2f23dd833f4a952cdc182eafb7fc..1b025fb2d379673150816e472005f052a76909e5 100644
--- a/docs/notebooks/Publications.ipynb
+++ b/docs/notebooks/Publications.ipynb
@@ -44,6 +44,10 @@
    "source": [
     "## Conference papers\n",
     "\n",
+    "- Riva, R., Liew, J., Friis-Møller, M., Dimitrov, N., Barlas, E., Réthoré, P-E., Beržonskis, A. (2020).\n",
+    "Wind farm layout optimization with load constraints using surrogate modelling. In Proceedings of the TORQUE Conference 2020 (Vol. 1618). IOP Publishing. Journal of Physics: Conference Series (Online)\n",
+    "https://doi.org/10.1088/1742-6596/1618/4/042035\n",
+    "\n",
     "- Krabben, I. G. W., van der Laan, M. P., Koivisto, M. J., Larsen, T. J., Pedersen, M. M., & Hansen, K. S. (2019).\n",
     "Why curved wind turbine rows are better than straight ones. In Proceedings of the Wake Conference 2019 (1\n",
     "ed., Vol. 1256). [012028] IOP Publishing. Journal of Physics: Conference Series (Online)\n",