Why Branching Networks Don't Follow a Single Law express

Original: "Beyond Murray's Law: Non-Universal Branching Exponents from Vessel-Wall Metabolic Costs"
· Riccardo Marchesi
arXiv:2603.13687 · 2026-03-14 · CC BY 4.0 · 1 min
Blood vessels don't branch by a universal rule: they adapt to the thickness of their walls.

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A branching network, like a river delta or a tree crown, is built on the principle of economy. The classic law, derived back in 1926, stated that the cube of the parent vessel's diameter equals the sum of the cubes of the daughter diameters. This rule worked beautifully for ideal tubes, but real arteries stubbornly gave a different exponent — around 2.7 instead of 3.

The authors of the new study found the reason. The law didn't account for the thickness of vessel walls, which grows nonlinearly with radius: the wall is thicker in larger arteries. Adding this 'material tax,' the scientists showed that the universal branching exponent disappears: it becomes different for different sizes. Murray's law turned out to be not a general principle but a special case where walls are considered infinitely thin.

The thickness of a vessel wall changes the optimal branching angle, as if, when building a water supply system, you considered not only the volume of pipes but also the cost of their insulation.

The new calculation gave a range for the exponent from 2.90 to 2.94 for symmetric branching — closer to the real 2.7, but not fully. The remaining discrepancy, according to the authors, is linked to blood pulsation: the rhythmic thumps of the heart add their own requirements to vessel geometry. Additionally, accounting for wall thickness explained why vessels more often divide into two rather than three or four branches: binary branching saves material under steric constraints.

Original abstract

as written by the authors arXiv:2603.13687

Murray's cubic branching law ($$\alpha=3$$) predicts a universal diameter scaling exponent for all hierarchical transport networks, yet arterial trees yield $$\alpha \sim 2.7-2.9$$. We show that this discrepancy has a structural origin: Murray's universality is an artifact of cost homogeneity, not a biological property. Incorporating the empirical vessel-wall thickness law $$h(r)=c_0 r^p$$ ($$p \approx 0.77$$) introduces a third metabolic cost term $$\propto r^{1+p}$$ that renders the cost function inhomogeneous with incommensurate scaling exponents. By Cauchy's functional equation, homogeneity is necessary and sufficient for a universal branching exponent to exist; its absence implies non-universality, and Murray's law is identified as a singular degeneracy of the cost-function family rather than a general principle. We prove that the resulting scale-dependent exponent satisfies the strict bounds $$(5+p)/2 < \alpha^*(Q) < 3$$ independently of flow asymmetry (Theorem 4, Corollary 5). The static wall-tissue mechanism bounds the symmetric bifurcation exponent to $$\alpha_t \in [2.90, 2.94]$$ from measured parameters, marking a first-order symmetry breaking from Murray's law that narrows the empirical gap by one-third. The remaining discrepancy with the cardiovascular mean ($$\alpha_{exp} \approx 2.70$$) is not a model failure but a mathematical necessity that signals the independent contribution of pulsatile wave dynamics. Additionally, the wall cost breaks Murray's topological degeneracy, bounding the optimal branching number to small finite integers; binary bifurcation emerges as the physiologically selected minimum under steric constraints.

If vessel walls were infinitely thin, all living transport networks, from leaves to lungs, would have the same branching exponent. But nature always pays for material.

\alpha^*(Q) \in \left(\frac{5+p}{2}, 3\right)
The branching exponent α depends on flow Q and lies between (5+p)/2 and 3, where p ≈ 0.77 is the exponent of vessel wall thickness growth with radius.
Scientists
Adam RiessBrian SchmidtEdwin HubbleGeorges LemaîtreMaarten SchmidtSaul Perlmutter
Concepts
branching fraction cubic metre Archimedes' principle Curie's law Hamilton's rule Liebig's Law of the Minimum Braess's paradox in biology Bernoulli's principle Pauli exclusion principle second law of thermodynamics Gauss's theorem proportionality