Decay conjecture for spectral coefficients of smooth mesh functions

Let the assumptions for the Fokker–Planck operator hold, and let an orthogonal decomposition based on such an operator be given. For smooth functions fi:MiRf^i:\mathcal{M}^i\rightarrow\mathbb{R} with fiCkf^i\in C^k, i=1,,mi=1,\ldots,m, write fiKf^i|_K for their mesh representations and let αji=fiK,ψj\alpha_j^i=\langle f^i|_K,\psi_j\rangle, j=1,,Nhj=1,\ldots,N_h, be their spectral coefficients. Suppose γj+1γj\gamma_{j+1}\geq\gamma_j, with the γj\gamma_j independent of fif^i. Decay conjecture. The coefficients satisfy

αjiC(γj)k(fi)(k)L2,|\alpha_j^i|\leq \frac{C}{(\gamma_j)^k}\left\|(f^i)^{(k)}\right\|_{L^2},

depending on the smoothness degree kk of the functions. Quantifying this decay and proving the estimate for the discrete Fokker–Planck setting remain open; the paper gives a proof strategy based on one-dimensional Sturm–Liouville estimates and spectral convergence results.

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Primary source

Rodrigo Iza-Teran and Jochen Garcke, “A Geometrical Method for Low-Dimensional Representations of Simulations”, arXiv:1903.07744 (2019).

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