misaelmmorales
Modeling, characterization, and simulation of the subsurface!
The University of Texas at Austin
Pinned Repositories
Anisotropic-Resistivity-Inversion
PINN-based inversion algorithm for parallel- and perpendicular-to-bedding plane resistivity
AutoPetrophysics-GOM-CCS
Automatic well-log baseline correction and core2log rock classification for potential CO2 storage site characterization in the Gulf of Mexico.
Directional-Drilling-Program
3D drilling simulator with directional survey estimator & visualizer, drag and torque calculation, and casing program design.
Drone-Rock-Classification
Automatic rock classification via deep learning image segmentation for core images from drones
Ensemble-Model-Calibration-CO2
Ensemble modeling calibration for CO2 storage under geologic uncertainty
Fiber-Optics-Dual-Latent-Estimation
A dual latent space method for flow property estimation from fiber optic measurements
GeostatsPy
GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz
GMM-Optim
Use the E-M algorithm for a multiclass Gaussian Mixture Model, and further optimize using an unconstrained derivative-free optimizer and a BFGS Quasi-Newton optimizer.
Placement-Control-Optim-CO2
Well placement and control optimization for CO2 sequestration
Stochastic-pix2vid
Spatiotemporal forward proxy model for CO2 storage prediction
misaelmmorales's Repositories
misaelmmorales/Directional-Drilling-Program
3D drilling simulator with directional survey estimator & visualizer, drag and torque calculation, and casing program design.
misaelmmorales/GMM-Optim
Use the E-M algorithm for a multiclass Gaussian Mixture Model, and further optimize using an unconstrained derivative-free optimizer and a BFGS Quasi-Newton optimizer.
misaelmmorales/Stochastic-pix2vid
Spatiotemporal forward proxy model for CO2 storage prediction
misaelmmorales/Anisotropic-Resistivity-Inversion
PINN-based inversion algorithm for parallel- and perpendicular-to-bedding plane resistivity
misaelmmorales/Fiber-Optics-Dual-Latent-Estimation
A dual latent space method for flow property estimation from fiber optic measurements
misaelmmorales/GeostatsPy
GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz
misaelmmorales/Placement-Control-Optim-CO2
Well placement and control optimization for CO2 sequestration
misaelmmorales/Ames-Housing-Regression-challenge
Kaggle challenge "House Prices - Advanced Regression Techniques". Predicting sales prices and from a multivariate data set. EDA, comparison of different regression techniques, and model testing.
misaelmmorales/AutoPetrophysics-GOM-CCS
Automatic well-log baseline correction and core2log rock classification for potential CO2 storage site characterization in the Gulf of Mexico.
misaelmmorales/Drone-Rock-Classification
Automatic rock classification via deep learning image segmentation for core images from drones
misaelmmorales/Ensemble-Model-Calibration-CO2
Ensemble modeling calibration for CO2 storage under geologic uncertainty
misaelmmorales/BEM-Solver
Boundary Element Method for the Dirichlet Problem for Laplace's Equation on a Disk
misaelmmorales/Dimensionality-Reduction
Simple workflows for advanced dimensionality reduction techniques.
misaelmmorales/Latent-Geo-Modeling
Latent space variational forward and inverse geologic modeling
misaelmmorales/misaelmmorales
About me
misaelmmorales/MLTrainingImages
Machine learning training images.
misaelmmorales/MV-Production-Prediction
Comparison of several regression techniques for prediction production for a multivariate unconventional dataset.
misaelmmorales/Neural-Surrogates
misaelmmorales/PetroBowl-Simulator
R/Shiny application to simulate a PetroBowl game