Foundation models for particle accelerators
CAARI Conference
Presentations
Invited talks
Selected presentations on scientific machine learning, spatiotemporal dynamics, and generative modeling.
Selected invited talks
Spatiotemporal learning of magnetohydrodynamics using latent-space cross-attention and autoregressive conditional transformers
6th International Conference on Data-Driven Plasma Science (ICDDPS-6)
Conditional latent autoregressive recurrent model for learning spatiotemporal dynamics of charged particles in accelerators
Special Session on Machine Learning for Particle Accelerators, CAARI-SNEAP Conference
Deep generative modeling approach for composite materials: An accelerated solution of prediction, discovery, and design problems
Workshop on Generative Artificial Intelligence: From Algorithm to Scientific Discovery, Distributed AI Conference 2023