PARTICLES 2025, INTERNATIONAL CONFERENCE ON PARTICLE-BASED METHODS

IS20C Data-driven methods and machine learning for granular systems across scales and regimes III

Main Organizer: Prof. Jose Andrade ( California Institute of Technology , United States )
Please note that IS24 and IS20 have been merged

Mon, 20/10/2025
16:45 - 18:45
Auditori
IS20C

Chaired by:
Prof. Jose Andrade (California Institute of Technology , United States)

Incremental Reduced-Order Modeling of Smoothed Particle Hydrodynamics
*E. Di Costanzo (Andritz Hydro, TU Hamburg), N. Kühl (Hamburg Ship Model Basin, TU Hamburg), J. Marongiu (Andritz Hydro), T. Rung (TU Hamburg)
Equation-driven reduced order modeling for Lagrangian free surface flow
*G. Matono (University of Tsukuba), M. Nishio (University of Tsukuba)
MOR than DEM: Model Order Reduction for Discrete Element Simulations
*T. Plath (University of Twente), T. Weinhart (University of Twente), S. Rave (University of Münster), A. Thornton (University of Twente)
Hybrid Machine-Learning / Semi-Empirical Terramechanics Model Trained using Data from Particle-based Method
E. Karpman (McGill University), *J. Kovecses (McGill University), M. Teichmann (CM Labs Simulations, Inc.)