Browsing by Author "Blank, David"
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Item Can Deep Learning Predict Complete Ruptures in Numerical Megathrust Faults?(Rice University, 2021-08-18) Blank, David; Morgan, Julia; Earth, Environmental, and Planetary SciencesThis dataset accompanies the paper, "Can Deep Learning Predict Complete Ruptures in Numerical Megathrust Faults?". The directory contains full python codes used to create Convolutional Neural Networks and Long Short Term Memory Recurrent Neural Networks, along with the raw data used for training, testing, and validation. Since stochastic initialization of weights in the training process will result in slightly different parameterization of models trained with identical hyperparameters, we have also included the trained models we presented in the paper with this dataset as well.Item Structural Geology and Evolution of the Sierra Madre Oriental During and After the Laramide Orogeny at the Latitude of Linares, NL., Mexico(Rice University, 2024) Gray, Gary G.; Farrell, Bill; Blank, David; Earth, Environmental, and Planetary SciencesThe folder contains fission track data and an associated model file for 100 samples distributed across eastern Mexico, from the US border to Chiapas. There are also plots of the model output for several times from latest Cretaceous through the Cenozoic.There is one additional spreadsheet that contains fluid inclusion homogenization temperatures from across Mexico.