Clients
Python client
C++ client
R client
Matlab client
Julia client
MUQ client
PyMC client
QMCPy client
tinyDA client
emcee client
TT-Toolbox client
Sparse Grids Matlab Kit client
HPC
Installation
Usage
(Optional) Varying resource requirements per model (e.g. for multilevel / multifidelity)
(Optional) Running clients on your own machine while offloading runs to HPC
Models
Test model
Implementation
Python server
C++ server
Julia server
MUQ server
Benchmarks
Test benchmark
Contributing
Dockerfile
README
Kubernetes
Step 1: Clone UM-Bridge
Step 2: Set up load balancer
Step 3: Run model instances
Step 4: Calling the model
Multinode MPI on kubernetes
Step 1: mpi-operator base image
Step 2: Deploy mpi-operator
Step 3: Setting up NFS
Step 4: Running a job on the new cluster
Google Kubernetes Engine
Step 1: Install cloud shell
Step 2: Initialise and run cloud shell
Step 3: Clone UM-Bridge
Step 4: Initialise a cluster
Step 5: Set up UM-Bridge kubernetes cluster
Interface
Protocol
Verifying correctness
Required endpoints
Optional endpoints
POST /InputSizes
POST /OutputSizes
GET /Info
POST /ModelInfo
POST /Evaluate
POST /Gradient
POST /ApplyJacobian
POST /ApplyHessian
Errors
UM-Bridge
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Clients
HPC
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Kubernetes
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Interface
Uncertainty propagation of material properties of a cantilevered beam
L2-Sea propagation
Analytic Gaussian Mixture
Agent based disease transmission benchmark
L2-Sea hull optimization
Analytic Funnel
Deconvolution1D
Heat1D: 1D heat Bayesian inverse problem using CUQIpy
Inferring coefficient field in two-dimensional Poisson PDE
Analytic Donut
The cookies problem forward UQ benchmark
Tsunami source inference
Tritium Diffusion Posterior
Inferring material properties of a cantilevered beam
Boundary condition inversion in a three-dimensional 𝑝-Poisson nonlinear PDE
Computed Tomography using CUQIpy
Analytic Banana
A Bayesian inverse problem benchmark based on the Laplace equation
L2-Sea model
The cookies model
GS2 Fusion Plasma Simulation
Agent based disease transmission model
Composite material with random wrinkle
Tsunami
Tritium Desorption
Euler-Bernoulli Beam
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