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Software Products & Codes by industry

Water resources & utilities Software & Codes

Review water supply, streamflow, and groundwater quantity and quality. Explore monitoring records, source analysis, and connected resource-planning workflows. 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.
Related contaminant source identification workflow with monitoring wells and concentration-history fits.
Platforms & applicationsEnvironmental product

ChemML

  • Uses science-informed machine learning to characterize and predict contamination processes.
  • Connects site information with tools for contaminant source interpretation, uncertainty, and remediation decisions.
  • Supports environmental teams evaluating complex geochemical behavior and management options.
Related water, energy, and food tradeoff workflow in dark mode.
Platforms & applicationsResource-planning product

WEFx

  • Examines the connected demands and tradeoffs of water, energy, and food systems.
  • Supports integrated planning for water supplies, energy generation, agriculture, and resource resilience.
  • Uses AI and decision-analysis methods to compare alternatives rather than treating each sector in isolation.
SmartTensors physics-informed machine learning and R&D 100 recognition.
Scientific frameworksOpen-source framework

SmartTensors

  • Provides a family of unsupervised, supervised, and science-informed machine-learning methods.
  • Uses matrix and tensor decompositions to extract interpretable patterns from multidimensional scientific data.
  • Includes public code and examples for feature extraction, source separation, and large scientific workflows.
MADS: Model Analysis and Decision Support.
Scientific frameworksOpen-source framework

MADS

  • Connects model calibration, sensitivity analysis, uncertainty quantification, and decision support.
  • Can analyze numerical, analytical, and machine-learning models through a common scientific workflow.
  • Provides public Julia code, documentation, and examples, alongside the historical C implementation.
WELLS analytical groundwater-flow simulator.
Scientific frameworksAnalytical simulator

WELLS

  • Simulates multi-well, variable-rate pumping with analytical groundwater-flow solutions.
  • Represents confined, unconfined, and leaky aquifers, partial penetration, wellbore storage, and boundaries.
  • Has C and Julia implementations and can be coupled with MADS for calibration and uncertainty analysis.
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.
Three-dimensional subsurface model with geological layers and wells.
Earth-science modelsPublic scientific code

FEHM.jl

  • Provides a Julia interface to the separate FEHM flow-and-transport simulator.
  • Connects simulations of single- and multiphase flow in fractured and unfractured porous media.
  • Serves as an interface module in the MADS and ZEM frameworks; it is not the FEHM solver itself.