Published May 13, 2021
| Version v0.1-alpha
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bryanvriel/LearningBasalMechanics: Pre-release for Learning Basal Mechanics
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Python classes and scripts for the manuscript "Data-Driven Inference of the Mechanics of Slip Along Glacier Beds Using Physics-Informed Neural Networks: Case study on Rutford Ice Stream, Antarctica" by B. Riel, B. Minchew, and T. Bischoff. Included in this repository are scripts for training physics-informed neural networks for 1D and 2D ice flow simulations. For both cases, ice flow follows the shallow shelf/stream approximation (SSA).
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bryanvriel/LearningBasalMechanics-v0.1-alpha.zip
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- Is supplement to
- https://github.com/bryanvriel/LearningBasalMechanics/tree/v0.1-alpha (URL)