Scheduled presentations:

• Learning acyclicity and reproducibility on directed graphs for scientific applications
  A. Voronin (Sandia National Laboratories), *E. Walker (Sandia National Laboratories), T. Bourdais (California Institute of Technology), H. Owhadi (California Institute of Technology), N. Trask (University of Pennsylvania)
• Greedy equivalence search for nonparametric graphical models
  *B. Aragam (Chicago)
• Curvature-Based Graphical Models for Cascading Failures in Complex Cyber-Physical Systems
  *L. Patel (Sandia National Laboratories), C. Diaz (Sandia National Laboratories)
• Causal modeling of atomistic mechanisms in functional materials
  *A. Ghosh (Oak Ridge National Laboratory)
• Producing Weather Counterfactuals by Bogusing a Weather Foundation Model for Tropical Cyclone Prediction
  *J. Nichol (Sandia National Laboratories), E. Walker (Sandia National Laboratories), P. Bosler (Sandia National Laboratories), E. Cyr (Sandia National Laboratories)