4.6 Article

Machine learning prediction of thermal and elastic properties of double half-Heusler alloys

Related references

Note: Only part of the references are listed.
Article Physics, Condensed Matter

Properties of the double half-heusler alloy ScNbNi2Sn2 with respect to structural, electronic, optical, and thermoelectric aspects

H. Mekki et al.

Summary: This work for the first time uses density functional theory (DFT) to report the structural, electronic, thermoelectric, and optical characteristics of the double half Heusler (DHH) ScNbNi2Sn2 compound. The computed band structures indicate typical semiconductor behavior with an indirect bandgap of 0.47 eV. The compound shows promising properties for high-temperature thermoelectric devices, with low lattice thermal conductivity and a high merit factor of 0.64 at 900 K.

SOLID STATE COMMUNICATIONS (2023)

Article Materials Science, Multidisciplinary

Transport and thermoelectric properties of melt spinning synthesized M2FeNiSb2 (M = Ti, Hf) double half Heusler alloys

Mohamed Arsan Hassan et al.

Summary: In this study, the structural and thermoelectric properties of two novel Heusler compounds, Hf2FeNiSb2 and Ti2FeNiSb2, were investigated. Polycrystalline samples were synthesized using arc melting and melt spinning techniques, and then consolidated by spark plasma sintering. The compounds were found to have a face centered cubic crystal structure, and SEM analysis confirmed the homogeneity and high density of the synthesized samples. The electrical conductivity, Seebeck coefficient, and thermal conductivity were measured, and the thermoelectric figure of merit was calculated for both compounds.

MATERIALS RESEARCH BULLETIN (2023)

Article Physics, Applied

Comparative study of the electronic structure and optical properties of the Heusler alloys Co2MGa and Co2MAl (M = Fe and Ni)

E. Shreder et al.

Summary: The electronic structure and optical properties of Co2NiGa, Co2NiAl, Co2FeGa, and Co2FeAl Heusler alloys were investigated and compared. Different spin polarizations and metallic properties were found in these alloys, and the spectral parameters exhibited characteristics typical of metallic conductivity.

MODERN PHYSICS LETTERS B (2022)

Article Engineering, Electrical & Electronic

Investigation of the Structural, Elastic, Electronic, and Optical Properties of Half-Heusler CaMgZ (Z = C, Si, Ge, Sn, Pb) Compounds

A. Saim et al.

Summary: This paper investigates the structural, elastic, electronic, and optical properties of half-Heusler CaMgZ (Z = C, Si, Ge, Sn, Pb) compounds. The calculations reveal that these compounds have desirable structural and elastic properties, and they exhibit semiconductor behavior with significant optical absorption.

JOURNAL OF ELECTRONIC MATERIALS (2022)

Article Engineering, Electrical & Electronic

Opto-electronic, thermodynamic and charge carriers transport properties of Ta2FeNiSn2 and Nb2FeNiSn2 double half-Heusler alloys

Khadidja Berarma et al.

Summary: A computational study using ab initio calculations was conducted to investigate the structural, electronic, and optical properties of double half-Heusler alloys Ta2FeNiSn2 and Nb2FeNiSn2. The results showed that both alloys exhibit high stability and thermoelectric efficiency.

SEMICONDUCTOR SCIENCE AND TECHNOLOGY (2022)

Article Materials Science, Multidisciplinary

Electronic structure, magnetism and disorder effect in double half-Heusler alloy Mn2FeCoSi2

Haonan Ding et al.

Summary: The study investigates the electronic structure and magnetism of a new type of half-Heusler alloy, Mn2FeCoSi2, revealing its ferrimagnetic nature and stable half metallicity. Different disorder structures show varying levels of spin polarization, with Mn2FeCoSi2 demonstrating robust half metallicity against atomic disorder.

JOURNAL OF MAGNETISM AND MAGNETIC MATERIALS (2022)

Article Physics, Multidisciplinary

A new semiconducting full Heusler Li2BeX (X = Si, Ge and Sn): first-principles phonon and Boltzmann calculations

Abed Bouadi et al.

Summary: The thermoelectric, mechanical, electronic and structural properties of full-Heusler alloys Li2BeX (X = Si, Ge and Sn) were investigated using the Full Potential-Linearized Augmented Plane Wave (FP-LAPW) method within the WIEN2k package. The results showed that these compounds are semiconductor in nature with an indirect band gap, and exhibit good mechanical and dynamical stability. They also possess high figure of merit and Seebeck coefficient, making them promising candidates for thermoelectric applications.

PHYSICA SCRIPTA (2022)

Article Materials Science, Multidisciplinary

Theoretical investigation of structural, electronic, elastic, magnetic, thermodynamic, and thermoelectric properties of Ru2MnNb Heusler alloy: FP-LMTO method

Feriel Ouarda Gaid et al.

Summary: This study investigated various properties of Ru2MnNb alloy through first-principles calculations based on density functional theory, revealing its stability in a ferromagnetic state with metallic conductivity, good elasticity, and thermodynamic characteristics.

EMERGENT MATERIALS (2022)

Article Materials Science, Multidisciplinary

First-principles calculations of structural, elastic, electronic, and optical properties of CaYP (Y = Cu, Ag) Heusler alloys

Lamia Drici et al.

Summary: Our study compared the structural, elastic, electronic, and optical properties of the two new half-Heusler compounds CaCuP and CaAgP using first-principles calculations based on density functional theory. The compounds were found to be more stable in cubic structure type I and exhibited semiconductor behavior with direct bandgaps of 1.785 eV and 1.621 eV. Optical properties analysis showed that both compounds had maximum reflectivity and absorption in the ultraviolet range.

EMERGENT MATERIALS (2022)

Article Chemistry, Physical

Design of half-heusler thermoelectric compound TiFe0.5Ni0.5Sb with special quasi-random structure using 18-electron rule

Yang Liu et al.

Summary: The TiFe0.5Ni0.5Sb compound with special quasi-random structure (SQS) was modeled using the 18-electron rule, showing a nonmagnetic indirect band gap semiconductor with a band gap of 0.45 eV. Its lattice thermal conductivity decreases with increasing temperature, while the dimensionless figure of merit ZT at 1390 K is evaluated to be 0.35, higher than its parent compound. The theoretical prediction for TiFe0.5Ni0.5Sb can simulate experimental results and potentially improve the TE performance of disordered alloys using the 18-electron rule.

JOURNAL OF ALLOYS AND COMPOUNDS (2021)

Article Physics, Multidisciplinary

Electronic Structure and Optical Properties of Hensler Alloy Mn1.5Fe1.5Al

E. Shreder et al.

Summary: Theoretical calculations and measurements of optical properties were conducted on the Heusler alloy Mn1.5Fe1.5Al. An unusual optical conductivity behavior in the infrared spectral region was observed, indicating a complex band structure and a high density of states near the Fermi level. The features on the optical conductivity curve are attributed to specific interband electron transitions.

JOURNAL OF EXPERIMENTAL AND THEORETICAL PHYSICS (2021)

Review Chemistry, Physical

Review of high-throughput computational design of Heusler alloys

Sicong Jiang et al.

Summary: Heusler compounds, a large family of intermetallic compounds, provide a broad playground for novel materials design. High-throughput computational design has emerged as an efficient approach to search for target materials with desired properties, and potential future research directions in the field are discussed.

JOURNAL OF ALLOYS AND COMPOUNDS (2021)

Article Materials Science, Multidisciplinary

Model Description of Phonon Spectrum of Solids: A Machine Learning Approach

A. N. Filanovich et al.

Summary: By analyzing ab initio phonon spectra data of 1210 compounds, the study examined the accuracy of four model approximations in describing lattice heat capacity, determining the optimal approximation model and its parameters. Models using gradient boosting and random forests were constructed to quickly predict the optimal model and parameters for compounds.

METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE (2021)

Article Multidisciplinary Sciences

OPTIMADE, an API for exchanging materials data

Casper W. Andersen et al.

Summary: The OPTIMADE consortium has developed a universal API to make materials databases accessible and interoperable. The first stable release v1.0 is supported by leading databases and software packages, and advantages of the API are illustrated through examples on public materials databases.

SCIENTIFIC DATA (2021)

Article Chemistry, Physical

Investigation of the half-metallicity, magnetism and spin transport properties of double half-Heusler alloys Mn2CoCrZ2 (Z = P, As)

Zhou Cui et al.

Summary: A new subfamily of Heusler alloys, Mn(2)CoCrZ(2) (Z = P, As), were investigated for their magnetic properties and used to construct magnetic tunnel junctions. Both Mn2CoCrP2 and Mn2CoCrAs2 are half-metallic ferrimagnets, maintaining their half-metallicity under different lattice constant ratios. The tunnel magnetoresistance ratios of the two types of MTJs are high, making them promising candidates for high performance spintronic devices.

PHYSICAL CHEMISTRY CHEMICAL PHYSICS (2021)

Article Physics, Applied

First-Principles Calculations to Investigate Structural, Electronic, Elastic, Magnetic, and Thermodynamic Properties of Full-Heusler Rh2MnZ (Z = Zr, Hf)

Amal Mentefa et al.

Summary: The study focused on the structural, electronic, elastic, magnetic, and thermodynamic properties of two new Heusler alloys Rh(2)MnZ (Z = Zr, Hf). Both alloys were found to be more stable in the ferromagnetic phase of the Cu2MnAl-type structure, exhibiting metallic properties, elastic stability, and slight deformation. Magnetic properties confirmed a ferromagnetic state with total magnetic moment and thermodynamic parameters were evaluated over a range of temperatures and pressures.

JOURNAL OF SUPERCONDUCTIVITY AND NOVEL MAGNETISM (2021)

Article Engineering, Electrical & Electronic

Computational Prediction of Structural, Electronic, Elastic, and Thermoelectric Properties of FeVX(X = As, P) Half-Heusler Compounds

N. Chami et al.

JOURNAL OF ELECTRONIC MATERIALS (2020)

Article Chemistry, Physical

Identification of Crystalline Materials with Ultra-Low Thermal Conductivity Based on Machine Learning Study

Xinming Wang et al.

JOURNAL OF PHYSICAL CHEMISTRY C (2020)

Article Materials Science, Multidisciplinary

Enhanced Thermoelectric Properties in p-Type Double Half-Heusler Ti2-yHfyFeNiSb2-xSnx Compounds

Qingmei Wang et al.

PHYSICA STATUS SOLIDI A-APPLICATIONS AND MATERIALS SCIENCE (2020)

Article Chemistry, Multidisciplinary

Design of High-Performance Disordered Half-Heusler Thermoelectric Materials Using 18-Electron Rule

Zihang Liu et al.

ADVANCED FUNCTIONAL MATERIALS (2019)

Article Chemistry, Physical

Double Half-Heuslers

Shashwat Anand et al.

JOULE (2019)

Article Chemistry, Physical

Materials Screening for the Discovery of New Half-Heuslers: Machine Learning versus ab Initio Methods

Fleur Legrain et al.

JOURNAL OF PHYSICAL CHEMISTRY B (2018)

Article Materials Science, Multidisciplinary

Matminer: An open source toolkit for materials data mining

Logan Ward et al.

COMPUTATIONAL MATERIALS SCIENCE (2018)

Article Materials Science, Multidisciplinary

AFLUX: The LUX materials search API for the AFLOW data repositories

Frisco Rose et al.

COMPUTATIONAL MATERIALS SCIENCE (2017)

Article Nanoscience & Nanotechnology

Commentary: The Materials Project: A materials genome approach to accelerating materials innovation

Anubhav Jain et al.

APL MATERIALS (2013)

Article Materials Science, Multidisciplinary

AFLOWLIB.ORG: A distributed materials properties repository from high-throughput ab initio calculations

Stefano Curtarolo et al.

COMPUTATIONAL MATERIALS SCIENCE (2012)