Assisted History Matching and Uncertainty analysis

This module provides assisted history matching and uncertainty analysis. 

Easy creation of assisted history matching project. Use any user variables or run typical scenarios from graphical interface.


  • Experimental design: Latin Hypercube, Grid Search, Tornado.
  • Optimization algorithms: Differential evolution, Particle swam optimization (PSO), Simplex method (Nelder-Mead), Response surface (Proxy models).
  • Arbitrary objective function, taking into account RFT/MDT measurements, NPV optimization.
  • Graphical interface: graphs, tables, histograms, cross-plots to compare model variants.
  • Analytics: Pearson correlation, Tornado plots.
  • P10, P50, P90 and other quantiles.
  • Forecast optimization, optimization of well position and trajectory.
  • And other options are available.


This module is integrated with Job Queue. Calculation on the workstation or cluster are available. Mouse control of cluster calculation and Remote graphical interface.