Recently, atomic segregation, short-range ordering, and cluster formation have been
observed experimentally in high-entropy alloys (HEAs). Differences in the atomic size and …

Metallic alloys often form phases—known as solid solutions—in which chemical elements
are spread out on the same crystal lattice in an almost random manner. The tendency of …

We present an analysis of temperature-dependent atomic short-range ordering and phase
stability of the face-centered cubic CrCoNi medium-entropy alloy employing a combination …

In multicomponent materials, short-range order (SRO) is the development of correlated
arrangements of atoms at the nanometer scale. Its impact in compositionally complex …

Phase transitions are a common phenomenon in condensed matter and act as a critical
degree of freedom that can be employed to tailor the mechanical or electronic properties of …

Multi-principal element alloys (MPEAs) continue to garner interest as structural and plasma-
facing materials due to their structural (phase) stability and increased resistance to radiation …

Density-based representations of atomic environments that are invariant under Euclidean
symmetries have become a widely used tool in the machine learning of interatomic …

In the design and development of novel materials that have excellent mechanical properties,
classification and regression methods have been diversely used across mechanical …

The study of high-entropy (HE) alloys has seen dramatic growth in recent years as, in some
cases, these systems can exhibit exceptional properties, including enhanced oxidation …

We present a scale-bridging approach based on a multi-fidelity (MF) machine-learning (ML)
framework leveraging Gaussian processes (GP) to fuse atomistic computational model …