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Exponential correlation matrices defined above have full rank.

where denotes the matrix defined by.

with the matrix defined as (38).

The mixing matrix e is then just (20) Noting that Tr FF T = S, the modularity matrix defined above (8), we find that (21) The same construction also allows us to write Q H [defined in Eq. (11)] in terms of Tr e [Eq. (12)] by noting that (22) where 1 is a matrix where each entry is 1.

S is the stoichiometric matrix defined above.

For the prior covariance Σ V of maximum reaction rates, we take a unit information formulation of the truncated g-prior, so that p (V | K, σ ) = N T (V ; μ V, n σ 2 (D ′ D ) − 1 ) where D = D G, S (K ) is the design matrix defined above.

However, as we show in section 1 of Additional file 1 the values in Eq. (14) can be calculated faster if we precompute either and, or and depending on which pair of matrices is fastest to compute, where I is the d v × d v' matrix defined above.

2. Dissimilarity matrix D = { d ij } i, j  = 1 N  = 1 N 1 N T  −  K, where K is a similarity matrix defined above.

Using the matrices defined in Eqs.

The matrix, defines the anisotropic elastic fluid-solid coupling matrix.

Like the other vectors and matrices defined above, these four entities can be further decomposed into their left and right subsets, labeled with the indices and, respectively.

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