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Nn_analog
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A neural journey into disease transmission models
Starting from elementary disease transmission models, we provide an introduction into inhomogeneous dynamical systems that are augmented by neural networks and show how such models can improve inference and predictive accuracy.
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No free ride to disease eradication
Coupling disease transmission dynamics and game theory, we investigate how individual preference can lead to endemic disease despite efficacious prevention tools such as vaccines or insecticide-treated nets. On the other hand, if individuals accept the nuisance of those tools (e.g. secondary effects of vaccination), individual preference maximizes societial benefits leading to disease eradication.
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Google Gemini updates: Flash 1.5, Gemma 2 and Project Astra
We’re sharing updates across our Gemini family of models and a glimpse of Project Astra, our vision for the future of AI assistants.
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