MADS: Model Analysis & Decision Support

All

21 repositories

Mads.jl
Public
MADS: Model Analysis & Decision Support
machine-learning decision-making inversion matrix-factorization calibration data-analytics high-performance-computing parameter-estimation uncertainty-quantification sensitivity-analysis
HTML
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GNU General Public License v3.0
•21•105•0•0•Updated Nov 11, 2025Nov 11, 2025
ReusableFunctions.jl
Public
Automated storage and retrieval of results for functions calls
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 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 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 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 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 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•6•0•0•Updated Dec 8, 2024Dec 8, 2024
DocumentFunction.jl
Public
Document Julia Functions (methods, arguments, keywords)
documentation document-conversion julia julia-language documentation-tool documentation-generator julialang mads
Julia
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GNU General Public License v3.0
•6•5•0•0•Updated Nov 3, 2024Nov 3, 2024
Anasol.jl
Public
Analytical solutions for groundwater contaminant transport
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 information-theory decision-making high-performance-computing bayesian predictive-analysis decision-model uncertainty-quantification
Julia
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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
madsjulia.github.io
Public
MADS (Model Analysis & Decision Support) documentation
documentation machine-learning validation julia example decision-making parallel-computing verification tests calibration
HTML
•1•3•0•0•Updated Sep 9, 2021Sep 9, 2021
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 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 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