Plain-English statement
- If a vector field has Frechet derivative `F'` at `x`, then the ASTIS coordinate divergence is the coordinate trace-style sum `∑ᵢ (F' eᵢ)ᵢ`. This matches the pointwise divergence summand shape used by Mathlib's box-integral divergence theorem. It is still not an integration theorem or an integration-by-parts result.
Read the mathematics first, then descend into Lean
You do not need to know Lean before opening this panel. The page keeps the paper-level theorem, rigorous proof obligations, exact Lean declaration, and proof dependencies as separate layers so a first-time reader can move down one layer at a time.
Proof architecture
Start with the tree when learning: prerequisites sit below the theorem and downstream results sit above it. Switch to the network when you want to understand where this declaration lives in the local formal library. Every mapped node is clickable.
Graph rule: only dependencies found by the ASTIS source scan are drawn. Missing tactic indirection is treated as an under-approximation; the site never invents an edge just to make a prettier graph.
How to read the exact Lean declaration
Read a Lean theorem left-to-right exactly as you would unpack a mathematical sentence: name → ambient types → automatically inferred structures → explicit hypotheses → conclusion → proof. Then read the proof top-to-bottom as transformations of the current goal.
- NameWhat reusable mathematical fact is being created?
- ParametersWhich symbols are arbitrary, and which structures are inferred by typeclass search?
- PropositionAfter the colon, translate the Lean expression back into a paper statement.
- Proof actionsAfter
by, ask what each tactic does to the mathematical goal—not only what syntax it uses.
Syntax used on this page
This glossary is filtered to syntax that actually occurs in the declaration above. Open a symbol only when you meet it, rather than memorizing Lean grammar in advance.
Source voice and ASTIS voice stay separate
When Samplinglib shows a short quotation from Chewi, it is labeled as a source excerpt and linked to the canonical book page. Intuition, expanded proof steps, hidden regularity assumptions, and Lean explanations are ASTIS-authored commentary. A quotation never substitutes for a formal proof, and an ASTIS explanation is never attributed to the textbook author.
Lean statement
theorem coordinateDivergence_eq_sum_fderiv_apply_of_hasFDerivAt
{ι : Type*} [Fintype ι] [DecidableEq ι]
{F : EuclideanSpace ℝ ι → EuclideanSpace ℝ ι}
{F' : EuclideanSpace ℝ ι →L[ℝ] EuclideanSpace ℝ ι}
{x : EuclideanSpace ℝ ι}
(hF : HasFDerivAt F F' x) :
coordinateDivergence F x =
∑ i, F' (EuclideanSpace.single i (1 : ℝ)) i := by
dsimp [coordinateDivergence]
refine Finset.sum_congr rfl ?_
intro i _hi
let pr : EuclideanSpace ℝ ι →L[ℝ] ℝ :=
PiLp.proj (p := 2) (𝕜 := ℝ) (fun _ : ι => ℝ) i
have hcomp : HasFDerivAt (fun y : EuclideanSpace ℝ ι => F y i)
(pr.comp F') x := by
simpa [pr, Function.comp_def] using (pr.hasFDerivAt.comp x hF)
have hline := hcomp.hasLineDerivAt (EuclideanSpace.single i (1 : ℝ))
simpa [pr] using hline.lineDeriv
/-- If a vector field is differentiable at `x`, then the ASTIS coordinate
divergence is the Mathlib divergence-theorem summand with `fderiv ℝ F x`.
This is the pointwise bridge needed before instantiating Mathlib's integral
divergence theorem. It does not assert integrability, face terms, boundary
decay, integration by parts, generator domains, or invariant-law consequences. -/
Open AutoSamplingTheory/TechnicalLemmas/Analysis/Calculus/Divergence.lean:60published source at 7bcd37294df1
Proof architecture
Chewi Ch.1 calculus root: align ASTIS coordinate divergence with the Mathlib divergence-theorem summand shape `sum_i F' e_i i` under `HasFDerivAt F F' x`
Lean proof walkthrough
- Read the quantified variables and typeclass brackets as part of the mathematical statement; inferred arguments are not missing assumptions.
- `intro` introduces quantified hypotheses into the local proof context.
- `have` creates a named intermediate mathematical fact.
- `refine` instantiates a reusable theorem while leaving explicit subgoals.
- `simpa` closes the goal after a controlled simplification of a typed result.
Why the statement has this shape
The declaration is kept at the reusable level recorded by its Registry tags and direct consumers. Explicit measures, spaces, wrappers, and regularity hypotheses expose interfaces that paper notation often infers. A theorem card explains those interfaces but never widens the compiled statement.
Hidden assumptions and non-claims
- Integrability is an input or proved output; a displayed integral alone does not supply it.
- Totalized `fderiv` values must not be read as a differentiability theorem.
- Genuine differentiability is localized to the hypotheses shown in the Lean statement.
- A formal generator display does not establish a closed operator domain.