Resource Modeling Solutions

Providing expert knowledge, software, and services in support of mining and petroleum companies.


Information on 2021 Training Courses



Composites with shells

Software

The Resource Modeling Solutions Platform is an easy to use Python library wrapping a high performance engine for modern geostatistics. Build auditable resource modeling workflows quickly using the latest in proven geostatistical algorithms.


The Resource Modeling Solutions Drill Hole Optimizer (DHO) is an optimization program that optimizes infill drilling plans to maximize return on investment. DHO takes practical site access and budget constraints supplied by mine geologists and engineers to plan optimized infill drill holes to convert resource to measured and indicated.


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Consulting

Resource Modeling Solutions consults on geostatistics and geometallurgy challenges delivering custom solutions including expert technical work, custom software, and training solutions. Get in touch so we can discuss your project needs. The Resource Modeling Solutions Team are actively engaged in providing technical assistance and undertaking routine and advanced resource modeling. Extensive experience is available to address Mineral Resource Estimation and Reservoir Modeling challenges.


We consult on probabilistic resource modeling, risk management of mine tailings, prediction and optimization of mill performance with machine learning, micromodeling of formation image logs, automated modeling systems for tactical decision making, infill drill hole optimization, and high resolution ore control models among other areas in geostatistics and geometallurgy.


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Uncertainty in mill feed.
Gaussian Mixture Model Scatterplot

Training

Resource Modeling Solutions offers training classes and workshops on introductory and advanced topics in geostatistics and geometallurgy. Teaching intensive short courses to industry has been an important part of the Team’s activities for many years. Many courses are actively taught internally for organizations and publicly. Subjects range from Fundamentals of Geostatistics to Advanced Multivariate Geostatistics in addition to mining, geometallurgy, and petroleum specific classes.


Resource Modeling Solutions in partnership with the Centre for Computational Geostatistics have scheduled a series of 16 short course modules that will be streamed online in 2021. Modules are available on subjects ranging from an Introduction to Geostatistical Modeling to Practical Techniques for Machine Learning Applied to Geometallurgical Data. Sign up for our mailing list to be notified when registration opens in January 2021.


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Blog - Scenarios vs Parameter Uncertainty

Clayton Deutsch

An important goal of modern resource modeling is accurate and precise assessments of uncertainty for production volumes relevant for technical and economic decision making. Volumes of relevance often relate to weekly, monthly, quarterly or annual production. These volumes are large and, for the most part, short scale high-frequency variations cancel out. This explains why simulated realizations from a fixed modeling workflow with fixed parameters often understate uncertainty. Careful consideration of large scale geological uncertainty is required to provide realistic asessements of production uncertainty. There are alternatives to incorporate such larger scale uncertainty....


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Example spatial bootstrap uncertainty in a histogram
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We deliver solutions to resource modeling challenges in the mining, energy, and environmental sectors. Our solutions are custom designed to deliver expert technical work, software, and training. Find a solution for your resource modeling challenge.