bryanvriel/LearningBasalMechanics: Pre-release for Learning Basal Mechanics
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 traini...
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| Format: | Other/Unknown Material |
| Language: | unknown |
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Zenodo
2021
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| Online Access: | https://doi.org/10.5281/zenodo.4755695 |
| Summary: | 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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