;;; ;;; Polar coordinates ;;; (define $x [|r θ|]) (define $X [|(* r (cos θ)) ; = x (* r (sin θ)) ; = y |]) ;; ;; Local coordinates ;; (define $e ((∂/∂ X_# $) x~#)) e ;[| [| (cos θ) (sin θ) |] [| (* -1 r (sin θ)) (* r (cos θ)) |] |] ;; ;; Metric tensor ;; (define $g__ (generate-tensor 2#(V.* e_%1 e_%2) {2 2})) (define $g~~ (with-symbols {i j} (/ (unit-tensor {2 2})_i_j g_i_j))) g_#_#;[| [| 1 0 |] [| 0 r^2 |] |]_#_# g~#~#;[| [| 1 0 |] [| 0 (/ 1 r^2) |] |]~#~# ;; ;; Derive Laplacian ;; (define $sqrt-g (sqrt (M.det g_#_#))) sqrt-g;r (define $Laplacian (/ (contract + (∂/∂ (* sqrt-g (. g~i~j (∂/∂ (f r θ) x~j))) x~i)) sqrt-g)) Laplacian ;(/ (+ (* (f|1 r θ) r) (* r^2 (f|1|1 r θ)) (f|2|2 r θ)) r^2)