ECCOMAS 2024

MS069B Predictive Data-Driven Model Reduction and Discovery for Dynamical Systems II

MS Corresponding Organizer: Prof. Andrea Manzoni ( Politecnico di Milano , Italy )
Wed, 05/06/2024
14:40 - 16:40
Room 1.02
MS069B
Chaired by:
Prof. Steven Brunton (University of Washington , United States) , Prof. Andrea Manzoni (Politecnico di Milano , Italy)

Scheduled presentations:


  • LaSDI: Latent space dynamics identification
    *Y. Choi, X. He, A. Tran, D. Bortz, S. Cheung, K. Springer, S. Chung, P. Roy, T. Moore, T. Roy, T. Lin, D. Nguyen, C. Hahn, E. Duoss, S. Baker
  • Online Adaptation of SINDy Model Parameters via Extended Kalman Filter
    *L. Rosafalco, P. Conti, A. Manzoni, S. Mariani, A. Frangi, A. Corigliano
  • On the Role of the Fiber in Model Reduction
    *S. Otto, S. Brunton, N. Kutz
  • Sparsifying dimensionality reduction of PDE solution data with Bregman learning
    *T. Heeringa, C. Brune, M. Guo
  • Attention is all you need - an interpretable artificial neural network architecture
    *N. Novelli, P. Belardinelli, S. Lenci, F. Hellmann