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Acceleration Consortium ยท GitHub

Acceleration Consortium

A global community accelerating the design and discovery of wide range of new materials, from renewable energy to drugs.

Hi there ๐Ÿ‘‹

๐Ÿ™‹โ€โ™€๏ธ The Acceleration Consortium (AC) at the University of Toronto (https://acceleration.utoronto.ca/) is a global community of academia, government, and industry members. Its purpose is to accelerate the design and discovery of a wide range of new materials and molecules, from renewable energy and consumer electronics to drugs. Using self-driving laboratories (SDLs), the AC leverages the power of artificial intelligence, robotics, engineering, and chemistry to dramatically reduce the time and cost of bringing these advanced materials to marketโ€”from an average of 20 years and $100 million to as little as one year and $1 million. In 2023, the AC was awarded a $200-million grant by Canada First Research Excellence Fund (CFREF) to support the development of SDLs.

https://youtu.be/rMh4oX2kzqM

Code Overview

NOTE: We are in the process of centralizing software from several lab-specific organizations (SDLs 3, 5, 6, 7-Hein, ac-rad) to here.

This GitHub organization hosts the software developed at the Acceleration Consortium and includes device drivers, ML toolkits, SDL infrastructure tools, and training materials across a wide variety of disciplines, and for each of our laboratories.

How can I find repositories for a specific SDL?

You can use custom properties to search and filter for repositories associated with specific SDLs. Note that we use a "multi-select" custom property, so a single repo may be associated with multiple laboratories. To quickly search within each of these properties, see the following links:

Lab Code Description
ac-general ๐ŸŒ General-purpose tools and resources
sdl-dev ๐Ÿ’ก Training and Development Lab
sdl0 ๐Ÿค– AI and Automation
sdl1 โš›๏ธ Inorganic
sdl2 โŒฌ Organic small molecules
sdl3 ๐Ÿ’Š Medicinal chemistry
sdl4 ๐Ÿชข Polymers
sdl5 ๐Ÿ’ง Formulations
sdl6 ๐Ÿซ€ Human organ mimicry
sdl7-hein ๐Ÿ“ˆ Scale-up
sdl7-berlinguette ๐Ÿ“ˆ Scale-up

You can also search for multiple criteria: e.g., repos with both ac-general and sdl-dev property values.

More information about each lab is available on the AC's facilities webpage.

Getting Started

If you're just starting out in the self-driving lab space, consider having a look at our community-curated list of "awesome" self-driving lab resources, community forum, and microcourse program.

Get Involved

Maintainer: @sgbaird

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  1. ac-microcourses ac-microcourses Public

    Microcourses hosted by the Acceleration Consortium for self-driving lab topics.

    Jupyter Notebook 38 5

  2. ac-dev-lab ac-dev-lab Public

    Codebase for controlling and managing the Acceleration Consortium (AC) Training Lab.

    G-code 21 7

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