declare symbol r, θ: MathExpr -- Parameters and metrics def N : Integer := 2 def x : Vector MathExpr := [|r, θ|] def g_i_j : Matrix MathExpr := [| [| 1, 0 |], [| 0, r^2 |] |]_i_j def g~i~j : Matrix MathExpr := [| [| 1, 0 |], [| 0, 1 / r^2 |] |]~i~j -- Hodge Laplacian def d (A: Tensor MathExpr) : Tensor MathExpr := !(flip ∂/∂) x A def hodge (A: Tensor MathExpr) : Tensor MathExpr := let k := dfOrder A in withSymbols [i, j] (sqrt (M.det g_#_#)) * (foldl (.) ((subrefs A (map 1#j_$1 (between 1 k))) . (subrefs (ε' N k) (map 1#i_$1 (between 1 N)))) (map 1#g~(i_$1)~(j_$1) [1..k])) def δ (A: Tensor MathExpr) : Tensor MathExpr := let k := dfOrder A in -1^(N * (k + 1) + 1) * (hodge (d (hodge A))) def Δ (A: Tensor MathExpr) : Tensor MathExpr := match (dfOrder A) as integer with | #0 -> δ (d A) | #N -> d (δ A) | _ -> d (δ A) + δ (d A) def f : MathExpr := function (r, θ) assertEqual "Laplacian" (Δ f) ((-1 / r^2) * ((∂/∂ (∂/∂ f θ) θ) + r * (∂/∂ f r) + (r^2 * (∂/∂ (∂/∂ f r) r))))