MS1-02B Mathematics, Algorithms, and Software for Predictive Digital Twins in CFD

Fri, 28/04/2023
13:45 - 15:45
Auditorium A
Chaired by:
Dr. Pavel Bochev (Sandia National Laboratories) , Dr. Paul Kuberry (Sandia National Laboratories)

Contributions in this session:

  • (Keynote) GNN-based physics surrogate for predicting PDE solutions
    M. D’Elia*, R. Gladstone, H. Meidani, A. Zareei
  • Latent space data assimilation with uncertainty quantification using deep learning
    N. Mücke*, B. Sanderse, S. Bohté, C. Oosterlee
  • Exploiting AI Libraries for Solving Discretised Systems of Partial Differential Equations (AI4HFM): Demonstrated for Stokes Flow
    C. Heaney*, B. Chen, J. Xiang, J. Latham, C. Pain
  • Grid Adjacency-based Dynamic Mode Decomposition for Fluid Dynamics and Fluid-Structure Interaction Applications
    L. Gkimisis*, T. Richter, P. Benner