dxflow Hub

Curated catalog of production-ready workflows for scientific computing, data science, and engineering applications

The dxflow Hub is a curated catalog of production-ready workflows. Each is a dxflow workflow definition you deploy on dxflow infrastructure with a single command — from the CLI or the web console.

Categories

Genomics

DNA & RNA analysis — quality control, genome assembly, RNA-Seq, variant calling.

Examples: FastQC, SAMtools, Pangolin

Molecular

Molecular simulations — protein dynamics, drug interactions, material properties.

Examples: GROMACS, PyMOL

Structural

3D structure analysis — cryo-EM processing, structure prediction, modeling.

Examples: Scipion

Analytics

Interactive computing — notebooks, statistics, and machine learning.

Examples: Jupyter Lab, RStudio

AI

Large language models — run and serve open LLMs with a chat UI and API.

Examples: Ollama

Simulation

CFD & multiphysics — aerodynamics, heat transfer, combustion.

Examples: OpenFOAM, SU2

Visualization

Scientific visualization — post-processing and rendering of large datasets.

Examples: ParaView, VisIt

Development

Cloud IDEs — full development environments in your browser.

Examples: VS Code, Coder

Desktop

Remote Linux desktops — full GUI environments streamed to your browser.

Examples: Ubuntu, Fedora, Void

Browser

Web browsers — full desktop browsers in a remote session.

Examples: Chromium, Firefox, Vivaldi

Graphics

Image & vector editing — creative tools streamed to your browser.

Examples: GIMP, Inkscape

Messaging

Chat clients — encrypted and cloud messaging in a remote session.

Examples: Signal, Telegram

Infrastructure

Cluster & scheduling — orchestrate and scale compute workloads.

Examples: Slurm

Deploy a workflow

Every entry is addressable as hub://<name>, where <name> is the workflow's folder name — the engine reads the definition straight from this catalog:

# Browse from the CLI, then deploy by name
dxflow workflow hub search fastqc
dxflow workflow create --identity my-workflow hub://fastqc
dxflow workflow start my-workflow
dxflow workflow logs --live my-workflow

Each workflow page includes its workflow definition, configuration, usage examples, and system requirements. For the full deployment guide, see How it works.

Contribute

Have a workflow others would find useful? Add it as a folder in the matching category — an index.md describing it plus a Dockerfile for its image — and open a pull request to dxflow-ai/hub, following the structure of existing entries. Report problems or request workflows in the community issue tracker.