Limit theory reveals that the dimension of homology groups in random simplicial complexes converges to zero, indicating diminishing complexity.
We develop a limit theory for $1$-cochains of complete graphs with coefficients from a finite abelian group. We prove an analogue of the large deviation principle of Chatterjee and Varadhan for random cochains. We use these new tools to prove results about the homology of random $2$-dimensional simplicial complexes. More specifically, we prove that if Tₙ is a random $2$-dimensional determinantal hypertree on n vertices and p is any prime, then \[ H_1(T_n,F_p)/n^2\] converges to zero in probability. The same result holds for random $1$-out 2-complexes.
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András Mészáros (2025) studied this question.
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