List of presentations, 01 June

The recorded video is uploaded to YouTube, and is available from this Link.

Due to a technical problem, the talks during the first session of Wednesday were not recorded.

The available slides can be found below:
  • 09:00-09:45 Application of ensemble-based methods in reservoir management decision support. Link
  • 09:45-10:15 Observability-based ensemble initiation for the EnKF in history matching problems. Link
  • 11:00-11:30 Online algorithms for learning data-driven models of chaotic dynamics. Link
  • 11:30-12:00 Learning variational DA models and solvers with uncertainty quantification. Link
  • 13:00-13:30 Learning neural network-based turbulence models with ensemble Kalman method. Link
  • 13:30-14:00 Recurrent application of pseudo ensemble smoother for calibration of channelized reservoirs using convolutional autoencoder. Link
  • 14:00-14:30 Deep convolutional generative adversarial network as parameterization method in data assimilation of non-Gaussian fields. Link
  • 15:15-15:45 An ensemble Kalman-Bucy filter for correlated observation noise. Link
  • 16:00-16:30 Block updating in a band matrix formulation of Bayesian EnKF. Link
  • 16:30-17:00 Sampling error in the estimation of observation error covariance matrices using observation-minus-background and observation-minus-analysis statistics. Link
  • 18:00-18:30 A sampling method based on the second order Langevin dynamics. Link