misc updates

2021-05-17 20:15:46 +08:00
parent 2374ecac67
commit 54740f1126
4 changed files with 826 additions and 821 deletions
--- a/diffphys.md
+++ b/diffphys.md
@@ -15,7 +15,7 @@ advantages such as improved learning feedback and generalization, as we'll outli

 In contrast to physics-informed loss functions, it also enables handling more complex
 solution manifolds instead of single inverse problems. Thus instead of using deep learning
-to solve single inverse problems, we'll show how to train ANNs that solve 
+to solve single inverse problems, we'll show how to train NNs that solve 
 larger classes of inverse problems very quickly.

 ```{figure} resources/diffphys-shortened.jpg