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Active learning of constitutive relation from mesoscopic dynamics for macroscopic modeling of non-Newtonian flows.
Lifei Zhao
Zhen Li
Bruce Caswell
Jie Ouyang
George E. Karniadakis
Published in:
J. Comput. Phys. (2018)
Keyphrases
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active learning
learning strategies
physical processes
agent based simulations
learning algorithm
web services
random sampling
highly nonlinear