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At the Mercy of the Common Noise: Blow-ups in a Conditional McKean--Vlasov Problem. (arXiv:1807.05126v1 [math.PR])

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We extend a model of feedback and contagion in large mean-field systems by introducing a common source of noise driven by Brownian motion. Although the dynamics in the model are continuous, the feedback effect can lead to jump discontinuities in the solutions --- i.e. 'blow-ups'. We prove existence of solutions to the corresponding conditional McKean--Vlasov equation and we show that the pathwise realisation of the common noise can both trigger and prevent blow-ups.


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