Codes & Workflows
Here are some of my GitHub repositories, with a variety of interesting projects and readable, reproducible workflows.
Latent space variational inversion for 2D geomodels from dynamic data & closed-loop forward-inverse modeling
Simple workflows for advanced subsurface dimensionality reduction techniques.
Fast inversion algorithm for anisotropic resistivity well logs with uncertainty
Automatic well log baseline correction and core-to-log rock classification
Automatic rock classification using deep learning-based semantic segmentation of high-resolution drone-capture core images.
A dual latent space method for flow property estimation from fiber optic measurements.
Mathematica symbolic solver for the boundary element method for the Dirichlet problem for Laplace's equation on a disk.
Enhanced EM-based Gaussian Mixture Models clustering via quasi-newton and gradient-free optimization.
Comparison of several regression techniques to predict production for a multivariate unconventional dataset.
3D drilling simulator with directional survey estimator & visualizer, drag and torque calculation, and casing program design.
Predicting sales prices and from a multivariate housing data set. EDA, comparison of different regression techniques, and model testing.