Accelerating off-lattice kinetic Monte Carlo simulations to predict hydrogen vacancy-cluster interactions in $\alpha$-Fe
C.J. Williams, E.I. Galindo-Nava

TL;DR
This paper introduces an improved off-lattice kinetic Monte Carlo model with a novel environment classification method, enabling detailed study of hydrogen-vacancy interactions and diffusion mechanisms in alpha-iron at room temperature.
Contribution
The paper presents a new tolerant classification approach for atomistic environments in OLKMC, allowing efficient simulation of complex hydrogen-vacancy interactions without prior mechanistic assumptions.
Findings
Hydrogen can increase the diffusivity of larger vacancy clusters.
New diffusion pathways for clusters were discovered, including mechanisms involving hydrogen.
The model predicts hydrogen trapping and diffusion behaviors consistent with classical theories.
Abstract
We present an enhanced off-lattice kinetic Monte Carlo (OLKMC) model, based on a new method for tolerant classification of atomistic local-environments that is invariant under Euclidean-transformations and permutations of atoms. Our method ensures that environments within a norm-based tolerance are classified as equivalent. During OLKMC simulations, our method guarantees to elide the maximum number of redundant saddle-point searches in symmetrically equivalent local-environments. Hence, we are able to study the trapping/detrapping of hydrogen from up to five-vacancy clusters and simultaneously the effect hydrogen has on the diffusivity of these clusters. These processes occur at vastly different timescales at room temperature in body-centred cubic iron. We are able to predict the diffusion pathways of clusters/complexes without a priori assumptions of their mechanisms, not only…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsHydrogen embrittlement and corrosion behaviors in metals · High Temperature Alloys and Creep · Nuclear Materials and Properties
