Browsing by Subject "Tipping points"

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Identifying critical transitions in complex diseases

Deb, S.; Bhandary, S.; Sinha, S.K.; Jolly, M.K.; Dutta, P.S. (2022-05-28)

Mortality and the burden of diseases worldwide continue to reach substantial numbers with societal development and urbanization. In the face of decline in human health, early detection of complex diseases is indispensable, ...
Machine learning methods trained on simple models can predict critical transitions in complex natural systems

Deb, S.; Sidheekh, S.; Clements, C.F.; Krishnan, N.C.; Dutta, P.S. (2022-07-15)

Forecasting sudden changes in complex systems is a critical but challenging task, with previously developed methods varying widely in their reliability. Here we develop a novel detection method, using simple theoretical ...
Stability, resilience, and collective dynamics in networks of biological systems

Bhandary, S. (2023-06-20)

Many interacting dynamical systems ranging from ecosystems to neuronal systems can be modeled using complex networks. In complex networks, the dynamical properties of an uncoupled node and the interaction topology between ...
Tipping points in complex systems: from prediction to mitigation

Sarkar, S. (2022-02-18)

Many complex systems ranging from ecosystems to molecular systems are often at risk of an unexpected collapse or tipping to alternative states. Specifically, a tiny perturbation in an input condition resulting in large, ...

Now showing items 1-4 of 4

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