Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.
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Updated
Oct 3, 2023 - Python
Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.
[eBioMedicine] Deep-learning-assisted detection and segmentation of rib fractures from CT scans: Development and validation of FracNet
MICCAI 2020 RibFrac Challenge: Rib Fracture Detection and Classification (3D Instance Segmentation)
Python package for phase field modeling of fracture in brittle materials
GAN/convolutional and Transformer models to predict missing mechanical information given limited known data in part of the domain, and further characterize the composite geometries from the recovered mechanical fields for 2D and 3D complex microstructures
Deep learning model to predict complex stress and strain fields in hierarchical composites
thermo-visco-elastic model for slow crevasse propagation adapted from Poinar et al., 2017
Fatigue and fracture package
A fracture flow modeling package utilizing a modified local cubic law approach with OpenFoam and ParaView compatibility.
An AI Detector for Pediatric Supracondylar Humerus Fractures
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