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
•
GNU General Public License v3.0
•21•103•0•0•Updated Jan 23, 2025Jan 23, 2025
SVR.jl
Public
Support Vector Regression for Unsupervised Machine Learning
machine-learning regression data-analytics data-analysis support-vector-machine support-vector-machines model-reduction model-analysis libsvm mads
C++
•
GNU General Public License v3.0
•6•19•0•0•Updated Jan 17, 2025Jan 17, 2025
GeostatInversion.jl
Public
Geostatistical Inversion
inversion randomization matrix-factorization calibration high-performance-computing stochastic-process parameter-estimation heterogenity inverse-problems geostatistics
Julia
•
GNU General Public License v3.0
•6•5•0•0•Updated Dec 8, 2024Dec 8, 2024
AffineInvariantMCMC.jl
Public
Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler
markov-chain uncertainty high-performance-computing monte-carlo-simulation uncertainty-quantification uncertainty-estimation markov-chain-monte-carlo ensemble-sampler julia mcmc
Julia
•
GNU General Public License v3.0
•9•33•0•0•Updated Nov 13, 2024Nov 13, 2024
RobustPmap.jl
Public
Robust pmap calls for efficient parallelization and high-performance computing
parallel parallel-computing parallelization parallelism high-performance-computing parallelize parallel-processing model-analysis pmap-checking parallel-programming
Julia
•
GNU General Public License v3.0
•3•2•0•0•Updated Nov 13, 2024Nov 13, 2024
DocumentFunction.jl
Public
Document Julia Functions (methods, arguments, keywords)
documentation document-conversion julia julia-language documentation-tool documentation-generator julialang mads
Julia
•
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 modeling migration prediction transport uncertainty-quantification sensitivity-analysis decision-support groundwater contamination
Julia
•
GNU General Public License v3.0
•4•9•0•1•Updated Aug 12, 2024Aug 12, 2024
Kriging.jl
Public
Gaussian process regression
spatial-analysis gaussian-processes covariance geostatistics kriging variogram krige
Julia
•
GNU General Public License v3.0
•2•11•0•0•Updated May 6, 2024May 6, 2024
ReusableFunctions.jl
Public
Automated storage and retrieval of results for functions calls
efficiency high-performance-computing checkpoint-restart decision-support retrieve-data restarts checkpoints retrieval julia mads
Julia
•
GNU General Public License v3.0
•3•2•0•2•Updated Dec 15, 2023Dec 15, 2023
BIGUQ.jl
Public
Bayesian Information Gap Decision Theory
data-science data-driven information-theory decision-making high-performance-computing bayesian predictive-analysis decision-model bayesian-data-analysis decision-theory
Julia
•
GNU General Public License v3.0
•4•18•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
•
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
•
GNU General Public License v3.0
•1•1•0•4•Updated Feb 4, 2021Feb 4, 2021
MetaProgTools.jl
Public
Meta Programming Tools
high-performance-computing decision-support julia analyses meta-programming mads
Julia
•
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
•
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
•
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
•
GNU General Public License v3.0
•1•1•0•1•Updated Feb 8, 2020Feb 8, 2020
FDDerivatives.jl
Public
Finite Difference Derivatives
Julia
•
Other
•1•1•0•1•Updated Feb 8, 2020Feb 8, 2020
DistributionSums.jl
Public
Calculating Distribution Sums
Julia
•
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
•
GNU General Public License v3.0
•1•0•0•1•Updated Feb 8, 2020Feb 8, 2020