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Let be a metric measure space satisfying a doubling condition, , and , , a strongly continuous semi-group. We provide sufficient conditions under which is given by integration against an integral kernel satisfying higher-order Gaussian bounds of the form where denotes the metric ball. We also provide conditions for similar bounds on ``derivatives’’ of and our results are localizable. If is the generator of the main hypothesis is that and satisfy a hypoelliptic estimate at every scale, uniformly in the scale. We present applications to subelliptic PDEs.

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