Schedule

Introduction to ML at the ALS

Nathan Melton

What you get for free when using Euclidean symmetry equivalent neural networks: geometry, geometric tensors, selection rules, space groups, 2nd order phase transitions, real and reciprocal space

Tess Smidt, CRD

Machine Vision for X-ray Imaging, Intelligent Search & AutoML

Dani Ushizima, CRD

AI-enabled X-ray Science

Mathew Cherukara, APS

Discussion

Open forum

Zoom will be kept open for those who would like to continue discussion

Domain-Aware Gaussian-Process-Driven Autonomous Data Acquisition under Uncertainty

Marcus Noack, CAMERA

Invariant Variational Autoencoders for Discovery of Symmetries and Physical Mechanisms

Sergei Kalinin, CNMS

Learning to grow: Control of materials self-assembly using evolutionary reinforcement learning

Steve Whitelam, TMF

AI for Accelerated Materials Discovery & Design

Subramanian Sankaranarayanan, CNM

Discussion

Open forum

Zoom will be kept open for those who would like to continue discussion