unified caps of headings

2021-04-12 09:19:00 +08:00
parent a9397074e1
commit f1f475373d
17 changed files with 69 additions and 46 deletions
--- a/physicalloss.md
+++ b/physicalloss.md
@@ -14,7 +14,7 @@ name: physloss-overview
 Physical losses typically combine a supervised loss with a combination of derivatives from the neural network.
 ```

-## Using Physical Models
+## Using physical models

 We can improve this setting by trying to bring the model equations (or parts thereof)
 into the training process. E.g., given a PDE for $\mathbf{u}(\mathbf{x},t)$ with a time evolution,