We present in this talk approaches to integrating modeling and simulation of complex physics at scale, use of large data based inference and novel uncertainty quantification methods applied to the problem of volcanic hazard analysis -- an exemplar designed to tax all of these methods. Such an integration of disciplines is also at the core of our new Computational and Data Enabled Science and Engineering. We will briefly review the vision that has gone into the design of this program.
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