We represent minimal upper gradients of Newtonian functions, in the range
, by
maximal directional derivatives along “generic” curves passing through a given point, using
plan-modulus duality and disintegration techniques. As an application we introduce the notion
of
-weak
charts and prove that every Newtonian function admits a differential
with respect to such charts, yielding a linear approximation along
-almost
every curve. The differential can be computed curvewise, is linear, and satisfies the
usual Leibniz and chain rules.
The arising
-weak
differentiable structure exists for spaces with finite Hausdorff dimension
and agrees with Cheeger’s structure in the presence of a Poincaré
inequality. In particular, it exists whenever the space is metrically doubling.
It is moreover compatible with, and gives a geometric interpretation
of, Gigli’s abstract differentiable structure, whenever it exists. The
-weak charts give rise to a
finite-dimensional
-weak
cotangent bundle and pointwise norm, which recovers the minimal upper gradient of
Newtonian functions and can be computed by a maximization process over generic
curves. As a result we obtain new proofs of reflexivity and density of Lipschitz
functions in Newtonian spaces, as well as a characterization of infinitesimal
Hilbertianity in terms of the pointwise norm.
Keywords
Sobolev, test plan, minimal upper gradient, differential
structure, differential, chart