MADS: Model Analysis & Decision Support (madsjulia)

MADS: Model Analysis & Decision Support

madsjulia

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High-performance computational framework for data analytics, model diagnostics, machine learning & decision support

Location:USA

Home Page:https://madsjulia.github.io

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MADS: Model Analysis & Decision Support's repositories

Mads.jl

MADS: Model Analysis & Decision Support

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AffineInvariantMCMC.jl

Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler

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SVR.jl

Support Vector Regression for Unsupervised Machine Learning

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BIGUQ.jl

Bayesian Information Gap Decision Theory

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Kriging.jl

Gaussian process regression

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Anasol.jl

Analytical solutions for groundwater contaminant transport

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DocumentFunction.jl

Document Julia Functions (methods, arguments, keywords)

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FiniteVolume.jl

Finite volume method for subsurface hydrology problems

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GeostatInversion.jl

Geostatistical Inversion

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madsjulia.github.io

MADS (Model Analysis & Decision Support) documentation

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ReusableFunctions.jl

Automated storage and retrieval of results for functions calls

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RobustPmap.jl

Robust pmap calls for efficient parallelization and high-performance computing

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Wells.jl

Simulation of groundwater flow near pumping wells

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FDDerivatives.jl

Finite Difference Derivatives

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LinearAdjoints.jl

Efficiently compute gradients of g(x,p) where A(p)x=b(p)

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MultizoneTransport.jl

Module simulating groundwater flow and contaminant transport in multiple groundwater zones (saturated and unsaturated)

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RegAE.jl

Regularization with a variational autoencoder for inverse analysis

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BrownianSources.jl

Brownian Sources for groundwater contaminant transport

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DistributionSums.jl

Calculating Distribution Sums

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MetaProgTools.jl

Meta Programming Tools

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