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This community is for discussion on linking together the fields of dynamic models, including agent-based and system dynamics models, with data science, such as ubiquitous sensors and machine learning.

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  • Systems Science and Data Science are two rapidly developing areas of computational science that have been demonstrated to offer tremendous capacity to inform health understanding, and which are applied by a growing number of projects in health and health care.  While each of approaches tap the power of computational models, they have largely traditionally been pursued in isolation from each other.  This is particularly ironic, because the techniques are not merely highly compatible -- for example, in each using computational or informatics mechanisms to provide temporally and locationally fine grained longitudinal understanding across multiple generative pathways -- but synergistic, with each tradition opening strong opportunities for empowering the other, and with the combination of both yielding opportunities for insight and improved decision making far beyond the sum of what each can bring in isolation.  It also seems increasingly clear that.  We present here a vision and...

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  • Systems Science and Data Science are two rapidly developing areas of computational science that have been demonstrated to offer tremendous capacity to inform health understanding, and which are applied by a growing number of projects in health and health care.  While each of approaches tap the power of computational models, they have largely traditionally been pursued in isolation from each other.  This is particularly ironic, because the techniques are not merely highly compatible -- for example, in each using computational or informatics mechanisms to provide temporally and locationally fine grained longitudinal understanding across multiple generative pathways -- but synergistic, with each tradition opening strong opportunities for empowering the other, and with the combination of both yielding opportunities for insight and improved decision making far beyond the sum of what each can bring in isolation.  It also seems increasingly clear that.  We present here a vision and...

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