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John C. Teixeira's Projects

awesome-open-geoscience icon awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

bnpy icon bnpy

Bayesian nonparametric machine learning for Python

cfd icon cfd

Computional Fluid Dynamics (CFD) for FreeCAD based on OpenFOAM and Fenics solver

chaospy icon chaospy

Chaospy - Toolbox for performing uncertainty quantification.

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

co2-sequestration icon co2-sequestration

Carbon Capture and Sequestration (CCS) has been proposed as a promising and necessary technology for mitigating CO2 and the effects of anthropogenic climate change. Deep geological formations, like saline aquifers, are pointed out as promising areas for large-scale storage of CO2. If CCS is implemented on large scale to make noticeable reductions in atmospheric CO2, then it will require a solid scientific foundation defining the coupled hydrologic–geochemical–geomechanical processes that govern the long-term fate of CO2 in the subsurface, migration behavior of CO2, trapping mechanisms, proper utilization of methods to characterize and select sequestration sites, workflow and evaluation process, simulation methods, subsurface engineering to optimize performance, well placement, injection rate and cost, approaches to ensure safe operation, monitoring technology, remediation methods, regulatory overview, and an institutional approach for managing long-term liability. To address the above issues, we demonstrated, reviewed and developed the overall workflow of the process of CO2 sequestration in this study.

compphys icon compphys

CompPhys - a Computational Physics repository

deep-uq-paper icon deep-uq-paper

A repository that contains scripts to replicate results in the Deep UQ paper.

deephpms icon deephpms

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

eqporoelasticity icon eqporoelasticity

Solves coupled set of poroelastic equations for subduction zone events (EQ's, slow slip, subduction)

fempar icon fempar

Finite Element Multiphysics PARallel solvers. Official mirror from https://gitlab.com/fempar/fempar

fracpaq icon fracpaq

Quantification of Fracture Patterns

fv_solver icon fv_solver

cell centered FVM, specifically Multi-Point Flux Approximation, for incompressible two-phase flow equation

gempy icon gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.

generalized_poroelastic_model_fenics icon generalized_poroelastic_model_fenics

The model code for the poroelastic model assocaited with the article title "A generalized poroelastic model using FEniCS with insights into the Noordbergum effect" by Haagenson et al. published in Computers & Geosciences.

homemade-machine-learning icon homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

hybrid_hrom icon hybrid_hrom

FEniCS implementation of the hybrid reduced order/full‐order modeling strategy for nonlinear dynamic problems.

hydrateflash icon hydrateflash

Thermodynamic stability calculation for mixed clathrate hydrates

hydrogeology_salome_plugin icon hydrogeology_salome_plugin

This plugin was developed to facilitate simulation of several phenomena and scenarios in complex geometries which can not be generated and/or meshed within meshing software

hypre icon hypre

Parallel solvers for sparse linear systems featuring multigrid methods.

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