In the picture below ,$(M,g)$ is a Riemannian manifold.
Why $\mathcal L_M$ is a Hilbert submanifold of $L^{1,2}(S^1,R^r)$ ?
Besides, what is the inner and name of $L^{1,2}(S^1,R^r)$ ?
The picture below is from the 3 page of Kwangho Choi and Thomas H. Parker's Convergence of the heat flow for closed geodesics.

The fact that you get a Hilbert manifold is not trivial and involves some technical work but the basic intuition is that a chart around a smooth map $u \colon S^1 \rightarrow M$ should be modeled on an open neighborhood of the zero vector field inside the Hilbert space $\Gamma^{1,2}(u^{*}(TM))$ of vector fields of regularity $W^{1,2}$ along $u$. The chart map will then be given by
$$ X \mapsto \{ \theta \mapsto \exp_{u(\theta)}(X(\theta))\} $$
where $\exp$ is the exponential map induced by the Riemannian metric $g$. The size of the open set on which the chart is defined is determined by a lower bound on the injectivity radius on $u(S^1)$ (which is compact) in order to guarantee that the map is one-to-one.
There are various technical issues one must resolve one way or another:
For more details, you should consult any book or article in "global analysis" that discusses rigorously the construction of a smooth manifold structure on a space of maps between manifolds.