Cover Image

Machine learning unveils the materials physical properties driving thermoelectric generators efficiency: half-Heuslers case

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tukmakova, Anastasiia, Graziosi, Patrizio
Format:	Preprint
Published:	2024
Subjects:	Materials Science
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Carrier scattering considerations and thermoelectric power factors of half-Heuslers
by: Dutt, Rajeev, et al.
Published: (2026)

Thermoelectric transport and the role of different scattering processes in the half-Heusler NbFeSb
by: Sahni, Bhawna, et al.
Published: (2025)

Screening of half-Heuslers with temperature-induced band convergence and enhanced thermoelectric properties
by: Xi, Jinyang, et al.
Published: (2024)

Electronic structure and thermoelectric properties of CoTiSi half-Heusler alloy: Doping overtones
by: Shukla, A., et al.
Published: (2025)

On electrical transport and thermoelectric performance in half-Heusler phase ScNiSb
by: Ciesielski, K. M., et al.
Published: (2024)

Materials design criteria for ultra-high thermoelectric power factors in metals
by: Graziosi, Patrizio, et al.
Published: (2025)

Nanograined half-Heusler semiconductors as advanced thermoelectrics: an ab-initio high-throughput statistical study
by: Carrete, Jesús, et al.
Published: (2014)

Understanding the role of defects in the lattice transport properties of half-Heusler compounds: a machine learning analysis
by: Yazdani-Kachoei, M., et al.
Published: (2024)

Electrons and phonons in pentacene, insights from comparison between experiment and simulations
by: Gnoli, Luca, et al.
Published: (2025)

Spin-polarized DFT calculations for physical properties of novel KVSb half-Heusler compound for spintronic and thermodynamic applicability
by: Kumar, Ashwani, et al.
Published: (2024)

Machine-learning assistant DFT study of half-metallic full-Heusler alloy N2CaNa: structural, electronic, mechanical, and thermodynamics properties
by: Ettah, E. B., et al.
Published: (2026)

Reentrant topological phase in half-Heusler compounds
by: Araújo, Augusto L., et al.
Published: (2024)

Ab initio study of mechanical and functional properties of novel CaZnC and CaZnSi half-Heusler materials
by: Kamlesh, P. K., et al.
Published: (2025)

Continuous alloying between rocksalt and half-Heusler structures drives metal-semiconductor transition in ErNi$_x$Sb
by: Wróblewska, Maria, et al.
Published: (2024)

Machine learning for predicting ultralow thermal conductivity and high ZT in complex thermoelectric materials
by: Hao, Yuzhou, et al.
Published: (2024)

First principles study of thermoelectric properties of $\text{Nb}_2\text{Co}_2\text{InSb}$ and $\text{Nb}_2\text{Co}_2\text{GaSb}$ double half-Heuslers
by: Ranjan, Rajeev
Published: (2026)

Tackling dataset curation challenges towards reliable machine learning: a case study on thermoelectric materials
by: Athar, Shoeb, et al.
Published: (2025)

Tuning of anomalous magnetotransport properties in half-Heusler topological semimetal GdPtBi
by: Pavlosiuk, Orest, et al.
Published: (2026)

Near-half-metallic state in the half Heusler PtMnSb film on a III-V substrate
by: Nishihaya, Shinichi, et al.
Published: (2024)

Magnetic and electrical transport properties of the single-crystalline half-Heusler antiferromagnet DyNiSb
by: Agarwal, Abhinav, et al.
Published: (2026)

First-principles study of optoelectronic and thermoelectronic properties of the ScAgC half-Heusler compound
by: Solet, Vinod Kumar, et al.
Published: (2022)

Significant first-principles electron-phonon coupling effects in the LiZnAs and ScAgC half-Heusler thermoelectrics
by: Solet, Vinod Kumar, et al.
Published: (2025)

Reference compositions for bismuth telluride thermoelectric materials for low-temperature power generation
by: Kumari, Nirma, et al.
Published: (2025)

Giant spin-charge conversion in ultrathin films of the MnPtSb half-Heusler compound
by: Longo, E., et al.
Published: (2023)

First principle study of electronic, magnetic and thermoelectric properties of Co$_2$YPb (Y = Tc, Ti, Zr and Hf) full Heusler: Application to embedded automotive systems
by: Saidi, N., et al.
Published: (2025)

Favorable half-Heusler structure of synthesized TiCoSb alloy: a theoretical and experimental study
by: Sardar, Pallabi, et al.
Published: (2026)

Stability, electronic, magnetic and thermoelectric properties of quaternary Heusler alloys CoX'ZrAl (X'=V, Fe, Ir): 3d vs 5d systems
by: Biswas, Poulami, et al.
Published: (2025)

Anomalous magnetotransport in the single-crystalline half-Heusler antiferromagnet ErPdSb
by: Agarwal, Abhinav, et al.
Published: (2026)

Half-metallicity and anomalous Slater-Pauling behaviour in half-Heusler CrMnSb
by: Joshi, Himanshu, et al.
Published: (2025)

Computational insights into Cobalt-based novel half-Heusler alloy for sustainable energy applications
by: Kumar, Sumit, et al.
Published: (2025)

$P$-type Ru$_2$Ti$_{1-x}$Hf$_x$Si full-Heusler bulk thermoelectrics with $zT = 0.7$
by: Garmroudi, Fabian, et al.
Published: (2025)

Structural heterogeneity-induced enhancement of transverse magneto-thermoelectric conversion revealed by thermoelectric imaging in functionally graded materials
by: Park, Sang J., et al.
Published: (2026)

Itinerant versus localized magnetism in spin gapped metallic half-Heusler compounds: Stoner criterion and magnetic interactions
by: Sasıoglu, E., et al.
Published: (2025)

Concise overview of methods to enhance the thermoelectric efficiency of SnTe
by: Das, Diptasikha, et al.
Published: (2026)

Low magnetic moment and unconventional magneto-transport in half-Heusler alloy CoVGe
by: Kumar, Ravinder, et al.
Published: (2026)

On the mechanical, thermoelectric, and excitonic properties of Tetragraphene monolayer
by: Tromer, Raphael M., et al.
Published: (2024)

Doping effect on thermoelectric properties of MoS$_2$
by: Guo, Huaihong, et al.
Published: (2012)

Surface properties of Co$_2$MnAl Heusler alloy
by: Kumar, Amar, et al.
Published: (2025)

Origin of the yield stress anomaly in L12 intermetallics unveiled with physically-informed machine-learning potentials
by: Xu, Xiang, et al.
Published: (2024)

Ideal band structures for high-performance thermoelectric materials with band convergence
by: Hattori, Yuya, et al.
Published: (2026)