2 citations · 2 across the 3 of their papers we have counts for
3 papers
nlin.CD2025
Identifying Stochastic Dynamics from Non-Sequential Data (DyNoSeD)
Zhixin Lu, Łukasz Kuśmierz, Stefan Mihalas
Inferring stochastic dynamics from data is central across the sciences, yet in many applications only unordered, non-sequential measurements are available-often restricted to limit…
physics.bio-ph2024
Hierarchy of chaotic dynamics in random modular networks
Łukasz Kuśmierz, Ulises Pereira-Obilinovic, Zhixin Lu +2
We introduce a model of randomly connected neural populations and study its dynamics by means of the dynamical mean-field theory and simulations. Our analysis uncovers a rich phase…
cs.LG2024
A Novel Pseudo Nearest Neighbor Classification Method Using Local Harmonic Mean Distance
Junzhuo Chen, Zhixin Lu, Shitong Kang
In the realm of machine learning, the KNN classification algorithm is widely recognized for its simplicity and efficiency. However, its sensitivity to the K value poses challenges,…