New papers in Network Science - 2026/01/29

[network...@gmail.com]

Here are 7 new articles in Network Science:

PLOS ONE: Modelling and improving approach for carrying capacity in multi-modal super network by considering travel time
https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0339039

Phys. Rev. Research: Quantifying the irregularity of a time series
http://link.aps.org/doi/10.1103/3vzd-7kg2

Sci. Rep.: Spatiotemporal prediction of water quality and ecological risk assessment in a river basin using T-GCN based on river network topology constraints
https://www.nature.com/articles/s41598-025-34722-9

PNAS Nexus: Mechanistic interplay between information spreading and opinion polarization
http://doi.org/10.1093/pnasnexus/pgaf402

Phys. Rev. E: Inference in spreading processes with neural-network priors
http://link.aps.org/doi/10.1103/8mww-brdk

Phys. Rev. E: Influence problems on a content-spreading model and graph machine learning
http://link.aps.org/doi/10.1103/2cnl-b6wl

iScience: Reinforcement learning in densely recurrent biological networks
https://www.sciencedirect.com/science/article/pii/S2589004225026975

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Further details can be found at https://github.com/antoineallard/networkspapers; comments or suggestions are welcome.