Isatis.py training – Module 4: Continuous simulations

This module focuses on mastering uncertainty quantification using Isatis.py, providing participants with advanced skills for geostatistical analysis.

• Uncertainty Quantification: Learn how to quantify uncertainty on a real ore deposit using a Python procedure.
• Course Material Provided: Receive comprehensive documentation, training data, and Python draft scripts that can be reused in your workplace.
• Language Options: The course will be conducted in either French or English, depending on the participants.

• Turning band simulations
• Sequential gaussian simulations
• Block versus point simulations
• Simulation validation
• Uncertainty visualization

Completion of previous modules or having experience in geostatistics and Python coding is required for participation in any of these modules.

• Module 1: Introduction to Python
  October 9th, 2024 – 3 hours
  Focus on the Python introduction and presented our solutions and how it is related to the language.
• Module 2: Exploratory Data Analysis
  October 11th, 2024 – 3 hours
  Focus on diving in Exploratory Data Analysis, how to explore data completely.
• Module 3: Kriging
  October 15th, 2024 – 3 hours
  Focus on mastering kriging using Isatis.py.
• Module 5: Multivariate estimation
  October 23rd, 2024 – 3 hours
  Focus on mastering uncertainty quantification using Isatis.py.
• Module 6: Indicators estimation and simulations
  October 25th, 2024 – 3 hours
  Focus on mastering indicators, and categorical variables using isatis.py. Plurigaussian simulations and Sequential Indicator simulations applications are exercised.

Geologists, geoscientists, environmental engineers, anyone wishing to gain the skills needed to use Python to estimate a quantitative variable.

Prior knowledge of scripting with Python is required to participate, and a solid background in practical geostatistics is recommended.