diff --git a/README.md b/README.md
index cf4b658..b561982 100644
--- a/README.md
+++ b/README.md
@@ -2,9 +2,4 @@
 
 A parallel CNN-based transient stability assessment algorithm with comparable accuracy to state-of-the-art existing implementations (>98%) on real-world dataset (tested on New England 39-bus).
 
-Parallelized training for significant training time reduction.
-
-## ------ TO DO ------
-
-- Parameter Tuning
-- Scaling test
+Parallelized training and custom convolutional optimization for significant training time reduction.