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@@ -4,7 +4,7 @@ Welcome ...
Welcome to the Physics-based Deep Learning Book 👋
**TL;DR**: This document targets
a veriety of combinations of physical simulations with deep learning.
a variety of combinations of physical simulations with deep learning.
As much as possible, the algorithms will come with hands-on code examples to quickly get started.
Beyond standard _supervised_ learning from data, we'll look at loss constraints, and
more tightly coupled learning algorithms with differentiable simulations.