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Synthetic and field surface tiltmeter data for training of CGAN ML models

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Research Data Australia2024-12-14 收录
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https://researchdata.edu.au/synthetic-field-surface-ml-models/2839278
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Simulation and additional outputs of surface deformation tilt data from a surrogate model using OpenCSMP, and other data and fielddata for training of CGAN subsurface ML Models. Additionally includes a trained model (W_state_824999.pth), normalisation and model parameters. \nLineage: Data has been generated by outputing simulating surface tilts from OpenCSMP simulations of fluid injections under various rock property and positional conditions.\nField data has been collected through CSIRO preconditioning operations conducted since 2000.
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Commonwealth Scientific and Industrial Research Organisation
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