activity
20232026
most citedImproving power-grid systems via topological changes, or how self-organized criticality can help stability

9 citations · 21 across the 6 of their papers we have counts for

collaborators

6 papers

nlin.CD2026

Chaos in reason: How chain-of-thought LLMs can look for an answer

Gregorio Jaca, Kristóf Benedek, János Török

Large Language Models (LLMs) have achieved remarkable performance across a wide range of tasks, yet their internal dynamics remain poorly understood. In this work, we apply the too…

physics.soc-ph2025

The effect of HVDC lines in power-grids via Kuramoto modelling

Kristóf Benedek, Géza Ódor

We present a numerical study on the synchronization and cascade failure behaviour by solving the adaptive second-order Kuramoto model on a large high voltage (HV) European power-gr…

cond-mat.dis-nn2025

Quantitative comparison of power grid reinforcements

Bálint Hartmann, Géza Ódor, Kristóf Benedek +2

This paper presents a quantitative comparison of power grid reinforcement strategies. We evaluate three approaches: (1) doubling transmission links (bridges) between different comm…

nlin.AO2024★ 4 cited

Studying power-grid synchronization with incremental refinement of model heterogeneity

Bálint Hartmann, Géza Ódor, Kristóf Benedek +1

Modeling power-grid systems has got a major importance in present days as transformation to renewable energy sources requires the complete re-design of energy transmission. Renewab…

physics.soc-ph2023★ 9 cited

Improving power-grid systems via topological changes, or how self-organized criticality can help stability

Géza Ódor, István Papp, Kristóf Benedek +1

Cascade failures in power grids occur when the failure of one component or subsystem causes a chain reaction of failures in other components or subsystems, ultimately leading to a…

physics.soc-ph2023★ 8 cited

Dynamical heterogeneity and universality of power-grids

Bálint Hartmann, Géza Ódor, István Papp +3

While weak, tuned asymmetry can improve, strong heterogeneity destroys synchronization in the electric power system. We study the level of heterogeneity, by comparing large high vo…