Scheduled presentations:

• Keynote Modelling Local Steady-State and Time-Dependent Reactive Dynamics in Porous Media by Multiscale Neural Networks
  *A. Marcato (Los Alamos National Laboratory), A. Lombardo Pontillo (Politecnico di Torino), G. Boccardo (Politecnico di Torino), J. Santos (Los Alamos National Laboratory), A. Franco (Université de Picardie Jules Verne), D. Marchisio (Politecnico di Torino)
• Upscaling Microscale Flow Effects Integrating Deep Learning and Differentiable Solvers
  *A. Macato (Los Alamos National Laboratory), D. O'Malley (Los Alamos National Laboratory), E. Guiltinan (Los Alamos National Laboratory), H. Viswanathan (Los Alamos National Laboratory), J. E. Santos (Los Alamos National Laboratory)
• Developing a Foundation Model for Predicting Material Failure
  *A. Marcato (LANL), J. Santos (LANL), A. Pachalieva (LANL), G. Kai (LANL), R. Hill (LANL), E. Rougier (LANL), Q. Kang (LANL), J. Hyman (LANL), A. Hunter (LANL), J. Chua (LANL), E. Lawrence (LANL), H. Viswanathan (LANL), D. O'Malley (LANL)
• Keynote Discovering dimensionless relations from data in complex fluids
  L. Wayzani (American University of Beirut), C. Oishi (Sao Paulo State University), *J. Bakarji (American University of Beirut)