# Examples

The [`examples/`](https://github.com/hmeiland/amlhpc/tree/main/examples) directory in the
repository contains end-to-end walkthroughs for running real HPC and AI workloads through
`amlhpc`. Each links to its README (with screenshots and job scripts) on GitHub.

| Example | Description |
| --- | --- |
| [Dask](https://github.com/hmeiland/amlhpc/tree/main/examples/Dask) | Stand up a Dask cluster and run a distributed notebook. |
| [EESSI](https://github.com/hmeiland/amlhpc/tree/main/examples/EESSI) | Use the EESSI shared software stack. |
| [FNLGMD](https://github.com/hmeiland/amlhpc/tree/main/examples/FNLGMD) | Run FNLGMD with a custom environment. |
| [GROMACS](https://github.com/hmeiland/amlhpc/tree/main/examples/GROMACS) | Multi-node GROMACS molecular dynamics with monitoring. |
| [OpenFOAM](https://github.com/hmeiland/amlhpc/tree/main/examples/OpenFOAM) | CFD simulations with OpenFOAM. |
| [openfoamAI](https://github.com/hmeiland/amlhpc/tree/main/examples/openfoamAI) | OpenFOAM combined with an FNO surrogate model. |
| [QuantumESPRESSO](https://github.com/hmeiland/amlhpc/tree/main/examples/QuantumESPRESSO) | Electronic-structure calculations with Quantum ESPRESSO. |
| [TensorFlow](https://github.com/hmeiland/amlhpc/tree/main/examples/TensorFlow) | Train a CIFAR model with TensorFlow. |
| [devito](https://github.com/hmeiland/amlhpc/tree/main/examples/devito) | Seismic imaging (RTM / radon) with Devito. |
| [julia](https://github.com/hmeiland/amlhpc/tree/main/examples/julia) | Run Julia notebooks. |
| [tNavigator](https://github.com/hmeiland/amlhpc/tree/main/examples/tNavigator) | Reservoir simulation with tNavigator. |