Lawrence Berkeley National Laboratory

Community for Autonomous Scientific Experimentation

A consortium of researchers building self-driving laboratories, AI-guided experiments, and autonomous discovery systems across national labs and universities worldwide.

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What is CASE?

The application of AI/ML methods to experimental and computational sciences, in order to enable autonomy and accelerate discovery, has become an extremely exciting and rapidly-evolving field. The goal of this community is to bring together researchers in this field to discuss developments and share best practices. It is our hope that people will use this website as a resource to connect with other like-minded people and to find information about methods, applications, literature, and software tools.

In April 2021, CAMERA (The Center for Advanced Mathematics for Energy Research Applications) held a workshop titled "Autonomous Discovery in Science and Engineering." One of the key takeaways was that Autonomous Experimentation is a multi-faceted endeavor that needs mastery in many different areas of expertise. CASE was created to facilitate collaborations and information exchange to accelerate the adoption of autonomous methods and aid scientific discovery.

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What we stand for

  • Free exchange of ideas and knowledge
  • Easy access to other members' expertise
  • Support of new collaborations
  • Events to spread knowledge and engage members
  • An accepting and supportive environment

The emphasis is on simplicity and informality. Every member can share anything related to autonomous discovery: conferences, software, papers, and more.

CASE members span national laboratories, universities, and research centers worldwide. Supported by the US Department of Energy Office of Science under two programs:

CAMERA Applied Math, Berkeley Lab Brookhaven National Laboratory Oak Ridge National Laboratory ILL Neutrons for Science Advanced Light Source, Berkeley Lab NSLS-II, National Synchrotron Light Source NIST Carnegie Mellon University Center for Functional Nanomaterials, Brookhaven Joint BioEnergy Institute Agile BioFoundry Energy Storage Center, Berkeley Lab Berkeley Synchrotron Infrared Structural Biology Imaging Program Technische Universität München University of Birmingham University of Alberta Universität Bayreuth US Department of Energy Office of Science