Spatiotemporal learning of magnetohydrodynamics using latent-space cross-attention and autoregressive conditional transformers
6th International Conference on Data-Driven Plasma Science (ICDDPS-6)
Presentations
Invited talks
Selected presentations on scientific machine learning, spatiotemporal dynamics, and generative modeling.
Selected invited talks
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