Tutorials#

Learn how pyGIMLi can be used for modelling and inversion. The listed tutorials with increasing complexity start with basic functionality such as mesh generation and visualization and dive into the generalized modelling and inversion concepts including managers and frameworks. Check out the Examples for more specialized demonstrations and interesting case studies.

Basics#

These introductory tutorials cover basic tasks such as meshes, data container, matrices, visualization, and more.

GIMLi Basics

GIMLi Basics

GIMLi Basics
The DataContainer class

The DataContainer class

The DataContainer class
Matrices

Matrices

Matrices

Meshes#

These introductory tutorials cover meshes from simple generation, their elements, visualization, interpolation and more.

The anatomy of a pyGIMLi mesh

The anatomy of a pyGIMLi mesh

The anatomy of a pyGIMLi mesh
The mesh class

The mesh class

The mesh class
Mesh interpolation

Mesh interpolation

Mesh interpolation
Quality of unstructured meshes

Quality of unstructured meshes

Quality of unstructured meshes
Region markers

Region markers

Region markers

Modelling#

Here we collect examples and user stories that illustrate the modelling part of pygimli.

Basics of Finite Element Analysis

Basics of Finite Element Analysis

Basics of Finite Element Analysis
Modelling with Boundary Conditions

Modelling with Boundary Conditions

Modelling with Boundary Conditions
Heat equation in 2D

Heat equation in 2D

Heat equation in 2D

Inversion#

Simple inversions with increasing complexity.

Simple fit

Simple fit

Simple fit
Polyfit

Polyfit

Polyfit
VES inversion for a blocky model

VES inversion for a blocky model

VES inversion for a blocky model
VES inversion for a smooth model

VES inversion for a smooth model

VES inversion for a smooth model
Regularization - concepts explained

Regularization - concepts explained

Regularization - concepts explained
Geostatistical regularization

Geostatistical regularization

Geostatistical regularization
Region-wise regularization

Region-wise regularization

Region-wise regularization

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