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Designing accurate emulators for scientific processes using calibration-driven deep models

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Published in 2020 at "Nature Communications"

DOI: 10.1038/s41467-020-19448-8

Abstract: Predictive models that accurately emulate complex scientific processes can achieve speed-ups over numerical simulators or experiments and at the same time provide surrogates for improving the subsequent analysis. Consequently, there is a recent surge in… read more here.

Keywords: accurate emulators; emulators scientific; scientific processes; calibration ... See more keywords