diff --git a/src/docs/JOSS/paper.md b/src/docs/JOSS/paper.md
index 99f1e468270..1cf0caf9bfc 100644
--- a/src/docs/JOSS/paper.md
+++ b/src/docs/JOSS/paper.md
@@ -166,20 +166,21 @@ In cases where such tight coupling is not required, one may decompose the monoli
 
 
 |  Machine  | Nodes | Ranks | DoF/rank | Newton <br/> iterations <br/> per timestep <br/>  (avg.) | GMRES <br/> iterations <br/> per Newton <br/>  (avg.)  | Setup <br/> [s]  | Solve <br/> [s] | Efficiency |
-| :-------: | ---:  | ---:  |--------: | :-------: | :-------: | :-----: | :-----: | ------: |
-|           | 2     | 72    | 226.3K   |    7.5    |    30.3   |  6,709  |  13,725 | 100%  |
-| Quartz    | 4     | 144   | 113.1K   |    7.5    |    30.9   |  3,816  |  7,479  | 90%    |
-|           | 8     | 288   | 56.6K    |    7.6    |    30.9   |  2,290  |  4,296  | 78%    |
-|           | 16    | 576   | 28.3K    |    7.6    |    31.2   |  1,699  |  2,234  | 65%    |
+| :-------: | ---:  | ---:  |--------: | :-------: | :-------: | :-----: |  -----: | ----------: |
+|           | 2     | 72    | 226K     |    7.5    |    30.3   |  6,709  |  13,725 |      100%   |
+| Quartz    | 4     | 144   | 113K     |    7.5    |    30.9   |  3,816  |  7,479  |      90%    |
+|           | 8     | 288   | 56.6K    |    7.6    |    30.9   |  2,290  |  4,296  |      78%    |
+|           | 16    | 576   | 28.3K    |    7.6    |    31.2   |  1,699  |  2,234  |      65%    |
+Table 1: Strong scaling on LLNL/Quartz (Intel Xeon E5-2695 v4)
 
 
 |  Machine  | Nodes | Ranks | DoF/rank | Newton <br/> iterations <br/> per timestep <br/>  (avg.) | GMRES <br/> iterations <br/> per Newton <br/>  (avg.)  | Setup <br/> [s]  | Solve <br/> [s] | Efficiency |
-| :-------: | ---:  | ---:  |--------: | :-------: | :-------: | :-----: | :-----: | ------: |
-|           | 4     | 16    | 1,018.3K |    7.7    |   44.3    |  2,830  |  4,364  | 100%   |
-| Lassen    | 8     | 32    | 509.2K   |    7.5    |   46.2    |  1,834  |  3,636  | 66%    |
-|           | 16    | 64    | 254.6K   |    7.5    |   45.6    |  1,473  |  3,775  | 3%     |
+| :-------: | ---:  | ---:  |--------: | :-------: | :-------: | :-----: |  -----: | ----------: |
+|           | 4     | 16    |   1,018K |    7.7    |   44.3    |  2,830  |  4,364  |      100%   |
+| Lassen    | 8     | 32    |   509K   |    7.5    |   46.2    |  1,834  |  3,636  |      66%    |
+|           | 16    | 64    |   255K   |    7.5    |   45.6    |  1,473  |  3,775  |      3%     |
 
-Table: Your Caption
+Table 2: Strong scaling on LLNL/Lassen (NVIDIA V100)
 
 ![Scaling results for compositional flow on ORNL/Frontier.\label{fig:Frontier_CMPF_Scaling}](GEOS_Frontier.pdf){ width=40% }