This library implements a general sandbox to define stochastic point process models with interactions. This allows to generate random sequences of points in space that may be associated with random characteristics called marks. If these characteristics describe a geometrical object, we speak about object point processes. This project provides functionalities to manage, characterize, and simulate spatial point processes.

The code is writen in C++ and provides a Binding for Python. The project is available on Github: https://github.com/ring-team/RING-PointProcess.  

contact:

• Fabrice Taty-Moukati
• Guillaume Caumon
• Francois Bonneau
• Radu Stoica.

Related projects:

RING-PointProcess is applied in the context of geological application and supports the RING research activities about:

• Fractures characterization and stochastic simulation
• Fault Interpretation from Stochastic Seismic Simulation Algorithm (FISSSA)