The application of artificial intelligence/machine learning methods to experimental and computational sciences is rapidly evolving and enabling autonomous and accelerated discovery. Sponsored by DOE’s Center for Advanced Mathematics for Energy Research Applications (CAMERA), this virtual workshop aims to bring together researchers in the field to discuss recent developments and share best practices. All researchers, including students and other early career scientists, are welcome.