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Software Products & Codes by industry

Mining & critical minerals Software & Codes

Explore mineral prospectivity, geological interpretation, and spatial evidence for resource assessment. Review measured data and model rankings while retaining their scientific limits. Browse software and scientific codes relevant to this area, with methods, screenshots, and resource links.

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Choose an industry to explore relevant software and codes. Research & scientific AI brings together methods used across industries.

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EnviCloud demos organized by workflow stage, tool family, and domain.
Platforms & applicationsCloud platform

EnviCloud

  • Brings geospatial data, scientific models, and AI analyses into a shared browser workspace.
  • Provides public demonstrations spanning geothermal systems, groundwater, information theory, and resource decisions.
  • Connects maps and interactive diagnostics with reproducible model and analysis workflows.
Related dark EnviCloud workflow showing synthetic wells, geological horizons, faults, and terrain.
Platforms & applicationsSubsurface product

GeoML

  • Applies science-informed AI to the exploration, development, and use of geologic reservoirs.
  • Addresses subsurface energy extraction and storage, carbon sequestration, water supply, and resource assessment.
  • Connects reservoir understanding with modeling and decision support across a project life cycle.
Nonnegative matrix factorization with k-means clustering and physics constraints.
Matrix & tensor learningPublic scientific code

NMFk.jl

  • Extracts nonnegative latent signals and their mixing coefficients from matrix data.
  • Combines repeated factorizations, customized k-means clustering, and constraints to examine candidate signal counts.
  • Supports applications such as source separation, pattern discovery, gap reconstruction, and scientific surrogate modeling.