Modeling granular
materials from fundamentals to applications: Surprising
complexity meets surprising simplicity
Ken Kamrin, MIT
Abstract:
Granular materials are
common in everyday life but are historically difficult to model.
This has direct real-world ramifications owing to the prominent
role granular media play in multiple industries and in terrain
dynamics. One can attempt to track every grain with discrete
particle methods, but realistic systems are often too large for
this approach and a continuum model is desired. However,
granular media display unusual behaviors that complicate the
continuum treatment: they can behave like solid, flow like
liquid, or separate into a “gas”, and the rheology of the
flowing state displays remarkable subtleties. To address these
challenges, in this talk we develop a family of continuum models
and solvers, permitting quantitative modeling capabilities for a
variety of applications, ranging from general problems to
specific techniques for problems of intrusion, impact, driving,
and locomotion in grains. To calculate flows in general cases, a
rather significant nonlocal effect is evident, which is
well-described with our recent nonlocal model accounting for
grain cooperativity within the flow rule. On the other hand, to
model only intrusion forces on submerged objects, we will show,
and explain why, many of the experimentally observed results can
be captured from a much simpler tension-free frictional
plasticity model. This approach gives way to some surprisingly
simple general tools, including the granular Resistive Force
Theory, and a broad set of scaling laws inherent to the problem
of granular locomotion. These scalings are validated
experimentally and in discrete particle simulations suggesting a
new down-scaled paradigm for granular locomotive design, on
earth and beyond, to be used much like scaling laws in fluid
mechanics. We close with ongoing efforts expanding into
wet granular flows, multi-scale approaches, and self-optimizing
wheels for off-road traction.