Generating Initial Conditions for Ensemble Data Assimilation of Large-Eddy Simulations with Latent Diffusion Models.
Alex RybchukMalik HassanalyNicholas HamiltonPaula DoubrawaMitchell J. FultonLuis A. Martínez-TossasPublished in: CoRR (2023)
Keyphrases
- initial conditions
- diffusion models
- data assimilation
- simulation models
- agent based simulations
- information diffusion
- diffusion model
- simulation model
- differential equations
- fixed point
- agent based simulation
- social networks
- kalman filter
- smart environments
- anomaly detection
- remote sensing
- influence maximization
- greedy algorithm
- mathematical model
- viral marketing
- higher order
- search space
- multi agent