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Dataset for SIAM MPI23 Project "Model inversion for complex physical systems using low-dimensional surrogates"

HDF5 file containing 10,000 hydraulic transmissivity inputs and the corresponding hydraulic pressure field outputs for a two-dimensional saturated flow model of the Hanford Site. The inputs are generated by sampling a 1,000-dimensional Kosambi-Karhunen-Loève (KKL) model of the transmissivity field...

Computational Mathematics & Statistics
Data Analytics & Machine Learning
Dataset
CEDS v_2021_04_21 gridded emissions data (0.1°)

CMIP6 historical anthropogenic emissions data from 1980 - 2019 mapped to a 0.1° global grid. The underlying data is identical to that from the 0.5° v2021_04_21 version of this also available at this archive. The 0.5° data was downscaled to 0.1° using 0.1° proxy data from EDGAR. See: https://github...