Spatially-aware diffusion models with cross-attention for global field reconstruction with sparse observations

Yilin Zhuang, Sibo Cheng, Karthik Duraisamy

2024Computer Methods in Applied Mechanics and Engineering13 citationsDOI

Topics & Concepts

Field (mathematics)DiffusionComputer scienceStatistical physicsMathematicsPhysicsPure mathematicsThermodynamicsMeteorological Phenomena and SimulationsFluid Dynamics and Turbulent FlowsSeismic Imaging and Inversion Techniques