Scheduled presentations:

• Transformer-Based Surrogate Model for Nonlinear Response of Steel and Steel-Fiber Reinforced Concrete Structures
  *S. Schoen (Ruhr University Bochum), V. Gudzulic (Ruhr University Bochum), B. Cao (Ruhr University Bochum), S. Freitag (Karlsruhe Institute of Technology), G. Meschke (Ruhr University Bochum), R. Sauer (Ruhr University Bochum)
• Shape uncertainty quantification and surrogate modeling for time-dependent biomedical simulations via conditional LDDMM flow matching
  *F. Romor (Weierstrass Institute for Applied Analysis an), S. Katz (Weierstrass Institute for Applied Analysis an), J. Zhu (KTH Royal Institute of Technology), A. Caiazzo (Weierstrass Institute for Applied Analysis an)
• Neural Methods with Natural Gradient Acceleration for Plasma Simulations
  *N. Pailliez (IRMA, Strasbourg University), E. Franck (INRIA, Strasbourg University), V. Michel-Dansac (INRIA, Strasbourg University), L. Navoret (IRMA, Strasbourg University), S. Pamela (United Kingdom Atomic Energy Authority)
• Physics-Informed Residual Learning for High-Péclet Geothermal Transport: Overcoming Spectral Bias in Neural Operators
  *A. Ortiz-Romero (IDAEA-CSIC), J. Hidalgo (IDAEA-CSIC), S. De Simone (IDAEA-CSIC)
• Neural Network-Based Motion-Aware Reconstruction of Dynamic MRI Data
  M. Holler (University of Graz), *M. Höfler (University of Graz), H. Kleikamp (University of Graz), M. Uecker (Graz University of Technology)
• Physics-Informed Neural Networks for Two-Dimensional Discontinuous Shallow Water Problems
  *N. Tuan Nguyen (Kyushu University), S. Deguchi (University of Tsukuba), M. Asai (Kyushu University)