dxflow Engine

A powerful workflow engine for Docker, Slurm and more, providing both CLI and API interfaces for seamless integration

Welcome to dxflow - the comprehensive distributed computing engine that transforms any accessible machine into a first-class member of your computational fleet.

Overview

dxflow provides a unified interface for orchestrating workflows across different computing environments:

Docker Integration: Seamless container orchestration
Slurm Support: High-performance computing cluster management
CLI Interface: Powerful command-line tools for automation
REST API: Programmatic access for integration
Web UI: Intuitive browser-based interface

Quick Start

Get started with dxflow in minutes:

Getting Started

Learn the basics and get dxflow installed

User Interface

Explore the web-based interface

CLI Reference

Master the command-line interface

API Documentation

Integrate via REST API

Why dxflow?

dxflow transforms distributed computing by providing enterprise-grade workflow orchestration across any accessible infrastructure.

Universal Access: Connect any machine, anywhere
Enterprise Security: Built-in authentication and authorization
Unified Interface: Single tool for all your computing needs
Scalable Architecture: From single nodes to massive clusters

dxflow began as an internal initiative at DiPhyX to streamline sprawling scripts, clusters, and ad-hoc logs that slow down scientific progress. Initially a weekend hack intended to create a "MLFlow for physics and chemistry," it has evolved through numerous projects in bioinformatics, CFD, and materials science into a robust, production-grade engine available for everyone.

Our Mission

We are committed to accelerating scientific innovation by offering a unified, scalable, and intuitive cloud platform for end-to-end computational pipelines. Every feature in dxflow is designed to help researchers:

Speed up discovery.
Ensure reproducibility.
Simplify complex computational workflows.

Scientific-First Approach

Built for Real Research Needs:

Native Compatibility: Works with GROMACS, Ansys Fluent, custom solvers, and any containerized application
No Vendor Lock-in: Runs on existing infrastructure without requiring cloud migration
Researcher-Friendly: Designed by scientists who understand the pain of failed overnight runs

Who Benefits

Life sciences, CFD, computational chemistry - scale studies without infrastructure headaches

Built by Scientists for Scientists

Our core team brings over 20 years of combined experience on national supercomputers and has published more than 50 peer-reviewed papers. We understand the challenges of failed overnight runs and design dxflow to minimize such setbacks.

Contact Us

Have questions about dxflow or need support? We'd love to hear from you.

Get in Touch with DiPhyX

Website: diphyx.com
Email: info@diphyx.com
Phone: +1 (619) 693-6161
Schedule a Call: Book 30-minute consultation
Community: Join our community discussions and get help from other users

Whether you're looking to integrate dxflow into your research workflow, need technical assistance, or want to contribute to the project, our team is here to help accelerate your scientific computing journey.