MADS: Model Analysis & Decision Support

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21 repositories

Mads.jl
Public
MADS: Model Analysis & Decision Support
machine-learning decision-making inversion
machine-learning decision-making inversion matrix-factorization calibration data-analytics high-performance-computing parameter-estimation uncertainty-quantification sensitivity-analysis
HTML
•
GNU General Public License v3.0
•21•108•0•0•Updated Mar 9, 2026Mar 9, 2026
madsjulia.github.io
Public
MADS (Model Analysis & Decision Support) documentation
documentation machine-learning validation
documentation machine-learning validation julia example decision-making parallel-computing verification tests calibration
HTML
•1•3•0•0•Updated Feb 21, 2026Feb 21, 2026
DocumentFunction.jl
Public
Document Julia Functions (methods, arguments, keywords)
documentation document-conversion julia
documentation document-conversion julia julia-language documentation-tool documentation-generator julialang mads
Julia
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GNU General Public License v3.0
•6•6•0•0•Updated Feb 20, 2026Feb 20, 2026
ReusableFunctions.jl
Public
Automated storage and retrieval of results for functions calls
retrieval julia efficiency
retrieval julia efficiency high-performance-computing checkpoint-restart decision-support retrieve-data restarts mads checkpoints
Julia
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GNU General Public License v3.0
•3•2•0•0•Updated Oct 19, 2025Oct 19, 2025
RobustPmap.jl
Public
Robust pmap calls for efficient parallelization and high-performance computing
hpc julia parallel
hpc julia parallel parallel-computing parallelization parallelism high-performance-computing parallelize parallel-processing mads
Julia
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GNU General Public License v3.0
•3•2•0•0•Updated Oct 19, 2025Oct 19, 2025
AffineInvariantMCMC.jl
Public
Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler
julia markov-chain uncertainty
julia markov-chain uncertainty high-performance-computing monte-carlo-simulation mcmc uncertainty-quantification uncertainty-estimation markov-chain-monte-carlo mads
Julia
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GNU General Public License v3.0
•11•32•0•0•Updated Oct 19, 2025Oct 19, 2025
Kriging.jl
Public
Gaussian process regression
spatial-analysis gaussian-processes covariance
spatial-analysis gaussian-processes covariance geostatistics kriging variogram krige
Julia
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GNU General Public License v3.0
•2•10•0•0•Updated Oct 17, 2025Oct 17, 2025
SVR.jl
Public
Support Vector Regression for Unsupervised Machine Learning
machine-learning regression data-analytics
machine-learning regression data-analytics data-analysis support-vector-machine support-vector-machines libsvm model-reduction mads model-analysis
C++
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GNU General Public License v3.0
•6•20•0•0•Updated Jan 17, 2025Jan 17, 2025
GeostatInversion.jl
Public
Geostatistical Inversion
julia inversion randomization
julia inversion randomization matrix-factorization calibration high-performance-computing stochastic-process parameter-estimation heterogenity inverse-problems
Julia
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GNU General Public License v3.0
•6•7•0•0•Updated Dec 8, 2024Dec 8, 2024
Anasol.jl
Public
Analytical solutions for groundwater contaminant transport
flow julia modeling
flow julia modeling migration prediction transport analyses uncertainty-quantification sensitivity-analysis decision-support
Julia
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GNU General Public License v3.0
•4•9•0•1•Updated Aug 12, 2024Aug 12, 2024
BIGUQ.jl
Public
Bayesian Information Gap Decision Theory
data-science data-driven julia
data-science data-driven julia information-theory decision-making high-performance-computing bayesian predictive-analysis decision-model uncertainty-quantification
Julia
•
GNU General Public License v3.0
•4•19•0•3•Updated Dec 15, 2023Dec 15, 2023
RegAE.jl
Public
Regularization with a variational autoencoder for inverse analysis
Julia
•
GNU General Public License v3.0
•4•1•0•1•Updated Apr 20, 2023Apr 20, 2023
FEHM.jl
Public
Julia
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Other
•0•0•0•0•Updated Jun 3, 2021Jun 3, 2021
LinearAdjoints.jl
Public
Efficiently compute gradients of g(x,p) where A(p)x=b(p)
Julia
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GNU General Public License v3.0
•1•1•0•4•Updated Feb 4, 2021Feb 4, 2021
MetaProgTools.jl
Public
Meta Programming Tools
julia high-performance-computing analyses
julia high-performance-computing analyses decision-support meta-programming mads
Julia
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GNU General Public License v3.0
•3•0•0•1•Updated Oct 20, 2020Oct 20, 2020
FiniteVolume.jl
Public
Finite volume method for subsurface hydrology problems
Julia
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GNU General Public License v3.0
•2•4•0•1•Updated Feb 27, 2020Feb 27, 2020
Wells.jl
Public
Simulation of groundwater flow near pumping wells
Julia
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Other
•1•3•0•1•Updated Feb 8, 2020Feb 8, 2020
MultizoneTransport.jl
Public
Module simulating groundwater flow and contaminant transport in multiple groundwater zones (saturated and unsaturated)
flow modeling transport
flow modeling transport groundwater contamination
Julia
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GNU General Public License v3.0
•1•1•0•1•Updated Feb 8, 2020Feb 8, 2020
FDDerivatives.jl
Public
Finite Difference Derivatives
Julia
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Other
•1•1•0•1•Updated Feb 8, 2020Feb 8, 2020
DistributionSums.jl
Public
Calculating Distribution Sums
Julia
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GNU General Public License v3.0
•1•0•0•1•Updated Feb 8, 2020Feb 8, 2020
BrownianSources.jl
Public
Brownian Sources for groundwater contaminant transport
Julia
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GNU General Public License v3.0
•1•0•0•1•Updated Feb 8, 2020Feb 8, 2020