madsjulia Goto Github PK
Name: MADS: Model Analysis & Decision Support
Type: Organization
Bio: High-performance computational framework for data analytics, model diagnostics, machine learning & decision support
Location: USA
Name: MADS: Model Analysis & Decision Support
Type: Organization
Bio: High-performance computational framework for data analytics, model diagnostics, machine learning & decision support
Location: USA
Affine Invariant Markov Chain Monte Carlo (MCMC) Ensemble sampler
Analytical solutions for groundwater contaminant transport
Bayesian Information Gap Decision Theory
Brownian Sources for groundwater contaminant transport
Calculating Distribution Sums
Document Julia Functions (methods, arguments, keywords)
Finite Difference Derivatives
Finite volume method for subsurface hydrology problems
Geostatistical Inversion
Gaussian process regression
Efficiently compute gradients of g(x,p) where A(p)x=b(p)
MADS: Model Analysis & Decision Support
MADS (Model Analysis & Decision Support) documentation
Meta Programming Tools
Module simulating groundwater flow and contaminant transport in multiple groundwater zones (saturated and unsaturated)
Regularization with a variational autoencoder for inverse analysis
Automated storage and retrieval of results for functions calls
Robust pmap calls for efficient parallelization and high-performance computing
Support Vector Regression for Unsupervised Machine Learning
Simulation of groundwater flow near pumping wells
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