This analysis reveals global existence and blow-up phenomena in solutions on locally finite graphs, suggesting implications for mathematical modeling.
This paper is devoted to studying the logarithmic nonlinear heat equations on a locally finite connected weighted graph G = (V, E). In a discrete sense, the global existence of point-wise solutions and blow-up phenomena at +∞ are obtained under the general conditions. With the addition of the curvature dimension condition CDE′(n, K)(K > 0) and other conditions, it is possible to estimate the range of mountain-pass level by using logarithmic Sobolev inequality, then decay estimates of the global point-wise solutions can be given. Finally, several numerical experiments are provided to validate the observed conclusions.
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Liu et al. (2025) studied this question.
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