Abstract Tensor based formulations for modeling fiber orientation require the use of a closure approximation to solve the macro-descriptor evolution equation. This originates from the hydrodynamic component of motion and has received some attention in literature. In this work. we use the concept of universal ordinary differential equations to infer a data-driven closure for fibers in ... https://www.tonerparts.shop/product-category/label-printer/
Physics-informed data-driven closure relation for dilute short fiber suspensions
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