Joint parameterization and direct history-matching method for engineering systems. LSI simultaneously extracts salient spatial and temporal features for direct inversion. Exploration of meaningful latent spaces allows rapid generation of ensemble of relevant inversion solutions.
feature-extraction
dimensionality-reduction
lsi
multitask-learning
history-matching
latent-space-inversion
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Updated
May 18, 2021 - Jupyter Notebook