IS20A Data-driven methods and machine learning for granular systems across scales and regimes I
Main Organizer:
Prof.
Jose Andrade
(
California Institute of Technology
, United States
)
Dr. Hongyang Cheng (University of Twente, The Netherlands).
Please note that IS24 and IS20 have been merged
Dr. Hongyang Cheng (University of Twente, The Netherlands).
Please note that IS24 and IS20 have been merged
Chaired by:
Prof. Jose Andrade (California Institute of Technology , United States)
Prof. Jose Andrade (California Institute of Technology , United States)
Scheduled presentations:
-
Keynote
Interaction networks in soft matter systems: From topology to material response
-
Thermodynamics-informed Machine Learning With Interpretable Internal Variables
-
Bayesian parameter estimation for transient granular flow simulations
-
A Data-Driven Tool for Uncertainty Quantification in the Calibration Process
-
Particle Methods and Neural Networks: A Unified Approach to Computational Modelling