Inferring rheology from free-surface observations

TL;DR

This paper introduces direct inversion methods to determine the rheology of fluids from shallow flow observations, enabling the inference of constitutive laws from free-surface data in steady and transient conditions.

Contribution

It presents novel inversion techniques that relate free-surface flow evolution to underlying rheology, applicable to various flow regimes and constitutive laws.

Findings

Methods successfully infer rheology from free-surface data.

Applicable to steady and transient flows.

Circumvents flux calculation when free-surface velocity is known.

Abstract

We develop direct inversion methods for inferring the rheology of a fluid from observations of its shallow flow. First, the evolution equation for the free-surface flow of an inertia-less current with general constitutive law is derived. The relationship between the volume flux of fluid and the basal stress, $\tau_b$ is encapsulated by a single function $F(\tau_b)$, which depends only on the constitutive law. The inversion method consists of (i) determining the flux and basal stress from the free-surface evolution, (ii) comparing the flux to the basal stress to constrain $F$ and (iii) inferring the constitutive law from $F$. Examples are presented for both steady and transient free-surface flows demonstrating that a wide range of constitutive laws can be directly obtained. For flows in which the free-surface velocity is known, we derive a different method, which circumvents the need to calculate the flux.