Sparse polynomial surrogates approximate parametric diffusion on community-structured graphs, with convergence guarantees via holomorphic regularity and tests on synthetic and real graphs.
Walter, Ordinary Differential Equations, Graduate Texts in Mathematics, Springer New York, 1998
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Surrogate models for diffusion on graphs via sparse polynomials
Sparse polynomial surrogates approximate parametric diffusion on community-structured graphs, with convergence guarantees via holomorphic regularity and tests on synthetic and real graphs.