We are pleased to announce the 6th annual Sandia Machine Learning and Deep Learning (MLDL) Workshop, to take place virtually July 25th – 28th, 2022. The workshop is an opportunity for researchers and practitioners in these areas to learn about work across various national laboratories and collaborators in machine learning (ML) and deep learning (DL), identify the network of staff and management at Sandia focused on work in these areas, and discuss ideas for potential new work and collaboration. This year there is also a tutorial for those interested in getting some hands-on experience with machine learning and deep learning before the workshop.
We are currently seeking speakers interested in sharing their work. We are particularly interested in submissions describing the development of ML and DL methods and software, application of ML and DL methods to problems of interest to the national laboratories, existing problems at the laboratories for which ML and/or DL could be applied, and demonstrations of existing ML and DL software packages and hardware developed at the laboratories. Virtual presentation slots will be on the order of 5-30 minutes with an opportunity for questions afterwards.