Generalized lotka-volterra equations with random, nonreciprocal interactions: The typical number of equilibria

V Ros, F Roy, G Biroli, G Bunin, AM Turner - Physical Review Letters, 2023 - APS
We compute the typical number of equilibria of the generalized Lotka-Volterra equations
describing species-rich ecosystems with random, nonreciprocal interactions using the …

Rank 1 perturbations in random matrix theory—A review of exact results

PJ Forrester - Random Matrices: Theory and Applications, 2023 - World Scientific
A number of random matrix ensembles permitting exact determination of their eigenvalue
and eigenvector statistics maintain this property under a rank 1 perturbation. Considered in …

Counting equilibria of large complex systems by instability index

G Ben Arous, YV Fyodorov… - Proceedings of the …, 2021 - National Acad Sciences
We consider a nonlinear autonomous system of N≫ 1 degrees of freedom randomly
coupled by both relaxational (“gradient”) and nonrelaxational (“solenoidal”) random …

Quenched complexity of equilibria for asymmetric generalized lotka–volterra equations

V Ros, F Roy, G Biroli, G Bunin - Journal of Physics A …, 2023 - iopscience.iop.org
We consider the generalized Lotka–Volterra system of equations with all-to-all, random
asymmetric interactions describing high-dimensional, very diverse and well-mixed …

Dynamically selected steady states and criticality in non-reciprocal networks

C Martorell, R Calvo, A Annibale, MA Muñoz - Chaos, Solitons & Fractals, 2024 - Elsevier
We consider a simple neural network model, evolving via non-linear coupled stochastic
differential equations, where neural couplings are random Gaussian variables with non-zero …

The high-dimensional landscape paradigm: Spin-glasses, and beyond

V Ros, YV Fyodorov - Spin Glass Theory and Far Beyond: Replica …, 2023 - World Scientific
In this chapter we review recent developments on the characterization of random
landscapes in high dimension. We focus in particular on the problem of characterizing the …

Counting equilibria in a random non-gradient dynamics with heterogeneous relaxation rates

B Lacroix-A-Chez-Toine… - Journal of Physics A …, 2022 - iopscience.iop.org
We consider a nonlinear autonomous random dynamical system of N degrees of freedom
coupled by Gaussian random interactions and characterized by a continuous spectrum n μ …

The high-d landscapes paradigm: spin-glasses, and beyond

V Ros, YV Fyodorov - arXiv preprint arXiv:2209.07975, 2022 - arxiv.org
We review recent developments on the characterization of random landscapes in high-
dimension. We focus in particular on the problem of characterizing the landscape topology …

Phase transition of eigenvalues in deformed Ginibre ensembles

DZ Liu, L Zhang - arXiv preprint arXiv:2204.13171, 2022 - arxiv.org
Consider a random matrix of size $ N $ as an additive deformation of the complex Ginibre
ensemble under a deterministic matrix $ X_0 $ with a finite rank, independent of $ N …

Effect of delay on the emergent stability patterns in generalized Lotka–Volterra ecological dynamics

M Saeedian, E Pigani, A Maritan… - … Transactions of the …, 2022 - royalsocietypublishing.org
Understanding the conditions of feasibility and stability in ecological systems is a major
challenge in theoretical ecology. The seminal work of May in 1972 and recent developments …