0
Article ? AI-assigned paper type based on the abstract. Classification may not be perfect — flag errors using the feedback button. Tier 2 ? Original research — experimental, observational, or case-control study. Direct primary evidence. Nanoplastics Sign in to save

Abnormal grain growth mediated by fractal boundary migration at the nanoscale

Scientific Reports 2018 34 citations ? Citation count from OpenAlex, updated daily. May differ slightly from the publisher's own count. Score: 30 ? 0–100 AI score estimating relevance to the microplastics field. Papers below 30 are filtered from public browse.
Christian Braun, Jules M. Dake, Carl E. Krill, R. Birringer

Summary

This materials science paper investigates how grain boundaries in nanocrystalline materials migrate in fractal patterns during abnormal grain growth. It is a technical metallurgy study with no direct connection to microplastics or human health.

Abstract Modern engineered materials are composed of space-filling grains or domains separated by a network of interfaces or boundaries. Such polycrystalline microstructures have the capacity to coarsen through boundary migration. Grain growth theories account for the topology of grains and the connectivity of the boundary network in terms of the familiar Euclidian dimension and Euler’s polyhedral formula, both of which are based on integer numbers. However, we recently discovered an unusual growth mode in a nanocrystalline Pd-Au alloy, in which grains develop complex, highly convoluted surface morphologies that are best described by a fractional dimension of ∼1.2 (extracted from the perimeters of grain cross sections). This fractal value is characteristic of a variety of domain growth scenarios—including explosive percolation, watersheds of random landscapes, and the migration of domain walls in a random field of pinning centers—which suggests that fractal grain boundary migration could be a manifestation of the same universal behavior.

Sign in to start a discussion.

More Papers Like This

Article Tier 2

Role of Grain Boundary Sliding in Texture Evolution for Nanoplasticity

This materials science paper presents a crystal plasticity model for how grain boundary sliding affects texture evolution in nanocrystalline metals under large deformation. It is a technical metallurgy study with no connection to microplastics or environmental health.

Article Tier 2

Variety of scaling behaviors in nanocrystalline plasticity

This is a materials science study examining the variety of scaling behaviors observed in nanocrystalline plasticity, exploring how grain size affects deformation mechanisms in metals. It is not related to environmental microplastics.

Article Tier 2

Revealing Grain Boundary Sliding from Textures of a Deformed Nanocrystalline Pd–Au Alloy

This materials science paper presents a model for understanding grain boundary sliding in nanocrystalline metals using crystallographic texture analysis. It is a technical metallurgy study with no direct connection to microplastics or environmental health.

Article Tier 2

Gradient Nanomechanics: Applications to Deformation, Fracture, and Diffusion in Nanopolycrystals

This theoretical materials science paper presents a generalized continuum mechanics framework for modeling how grain boundaries and bulk material interact in nanoscale polycrystalline metals. This is a nanomechanics study with no relevance to environmental microplastics.

Article Tier 2

Dislocation Patterning in Deforming Crystals: Theory, Computational Predictions and Validation (Final Technical Report)

This technical report covers a multi-year project on how dislocations — microscopic defects in metal crystals — form patterns during deformation. The research advances fundamental materials science relevant to metal manufacturing and is not directly related to microplastics or environmental health.

Share this paper