Accelerated design of MTX alloys with targeted magnetostructural properties through interpretable machine learning

TQ Hartnett, V Sharma, S Garg, R Barua… - Acta Materialia, 2022 - Elsevier
Data-driven machine learning (ML) models are developed to rapidly predict the
magnetostructural transition temperature (T t) and thermal hysteresis in the vast search …

Bulk-like first-order magnetoelastic transition in FeRh particles

A Biswas, S Gupta, D Clifford, Y Mudryk… - Journal of Alloys and …, 2022 - Elsevier
Near-equiatomic, chemically-ordered iron-rhodium (FeRh) alloy is a fundamentally
interesting material that may become useful in niche applications making use of its unique …

High pressure studies of MgCu2O3 compound

S Chandra, B Shukla, V Srihari, G Kaur… - Journal of Solid State …, 2023 - Elsevier
We present an experimental and computational investigation of the structural properties of
the MgCu 2 O 3 compound in ambient conditions as well as at high pressure. The MgCu 2 O …

Critical behavior at ferromagnetic to paramagnetic phase transition in single crystalline MnNiSi ferromagnet

T Zhang, Y Gong, Z Lu, Y Bai, F Xu - Journal of Applied Physics, 2023 - pubs.aip.org
Ferromagnetic single crystalline MnNiSi samples were first fabricated through a Sn-flux
growth technique, followed by measurements of their structural characteristics and intrinsic …

Density functional theory study of energetics, local chemical environment and magnetic properties in a high-entropic MnNiSi0. 2Ge0. 2Sn0. 2Al0. 2Ga0. 2 intermetallic …

TQ Hartnett, K Lee… - Journal of Physics: Energy, 2023 - iopscience.iop.org
Rare-earth-free magnetostructural MnNiSi-based solid solutions are considered as
promising candidates for solid-state cooling applications. In this paper, we use density …