Geometric early warning indicator from stochastic separatrix structure in a random two-state ecosystem model

This paper proposes a robust geometric early warning indicator based on the width of the stochastic separatrix in a two-state ecosystem model, which successfully predicts rapid under-ice phytoplankton blooms in the Arctic where conventional critical slowing down signals fail due to strong noise or limited data.

Yuzhu Shi, Larissa Serdukova, Yayun Zheng, Sergei Petrovskii, Valerio LucariniWed, 11 Ma🔢 math

Automated Classification of Homeostasis Structure in Input-Output Networks

This paper presents a scalable Python-based algorithm that automates the identification and classification of homeostatic mechanisms in complex biological input-output networks by extending theoretical frameworks to handle multiple inputs and directly enumerating homeostatic subnetworks from connectivity structures, thereby overcoming the combinatorial and accessibility limitations of previous graph-theoretical approaches.

Xinni Lin, Fernando Antoneli, Yangyang WangWed, 11 Ma🧬 q-bio

Thermodynamics a la Souriau on Kähler Non Compact Symmetric Spaces for Cartan Neural Networks

This paper clarifies the abstract geometrical formulation of thermodynamics on non-compact symmetric spaces used in Cartan Neural Networks by proving that only Kähler spaces support Gibbs distributions, explicitly characterizing their generalized temperature spaces via adjoint orbits, and demonstrating the equivalence between various information and thermodynamical geometries while establishing the covariance of these distributions under the full symmetry group.

Pietro G. Fré, Alexander S. Sorin, Mario TrigianteTue, 10 Ma🔢 math

Some remarks on the exponential separation and dimension preserving approximation for sets and measures

This paper advances the dimension theory of sets and measures by weakening Hochman's exponential separation condition, demonstrating the equivalence of modified and original definitions for homogeneous self-similar IFS on R\mathbb{R}, and proving the density of specific subsets defined by Assouad, Hausdorff, and LqL^q dimensions within their respective spaces.

Saurabh Verma, Ekta Agrawal, Megala MTue, 10 Ma🔢 math

Amenable equivalence relations, Kesten's property, and measurable lamplighters

This paper characterizes the amenability of countable Borel equivalence relations via the uniform Liouville property, investigates Kesten's property for return probabilities on topological groups, and constructs an amenable contractible Polish group lacking this property by linking it to anti-concentration inequalities in measurable lamplighter groups.

Maksym Chaudkhari, Kate Juschenko, Friedrich Martin SchneiderTue, 10 Ma🔢 math