diff --git a/schedule.org b/schedule.org
index 3c36ad4..f2041d8 100644
--- a/schedule.org
+++ b/schedule.org
@@ -32,7 +32,7 @@
 |          | 2:50-3:15pm |        |       | Stef      |                                      |
 | 03/13/25 | 2:00-2:25pm |      8 | Th    | Leon      | Interim Presentation                 |
 |          | 2:25-2:50pm |        |       | Olivia    |                                      |
-|          | 2:50-3:15pm |        |       | Julia     |                                      |
+|          | 2:50-3:15pm |        |       | +Julia+   |                                      |
 | 03/18/25 |             |      9 | Tu    | -------   | Spring Recess                        |
 | 03/20/25 |             |      9 | Th    | -------   | Spring Recess                        |
 | 03/25/25 | 2:00-2:25pm |     10 | Tu    | Alexa     | Interim Presentation                 |
@@ -40,7 +40,7 @@
 |          | 2:50-3:15pm |        |       | Rahul     |                                      |
 | 03/27/25 | 2:00-2:25pm |     10 | Th    | Emmanuel  | Interim Presentation                 |
 |          | 2:25-2:50pm |        |       | Sebastian |                                      |
-|          | 2:50-3:15pm |        |       | Yuwen     | Lecture                              |
+|          | 2:50-3:15pm |        |       | Julia     |                                      |
 | 04/01/25 |             |     11 | Tu    | Neil      | Guest Lecture on PCA                 |
 | 04/03/25 |             |     11 | Th    | Mary      | Guest Lecture on HPC                 |
 |          |             |        |       |           | (Remember to bring laptops for labs) |