activity
20182023
most citedMachine learning-enabled high-entropy alloy discovery

13 citations · 24 across the 10 of their papers we have counts for

collaborators

11 papers

cond-mat.mtrl-sci2023

High-throughput design of all-d-metal Heusler alloys for magnetocaloric applications

Nuno M. Fortunato, Xiaoqing Li, Stephan Schönecker +6

Due to their versatile composition and customizable properties, ABC Heusler alloys have found applications in magnetic refrigeration, magnetic shape memory effects, permanent m…

cond-mat.mtrl-sci2023★ 7 cited

Magnetic properties of Nd6Fe13Cu single crystals

Jianing Liu, Ruiwen Xie, Alex Aubert +4

The understanding of coercivity mechanism in high performance Nd-Fe-B permanent magnets relies on the analysis of the magnetic properties of all phases present in the magnets. By a…

cond-mat.mtrl-sci2023

Element-Specific Study of Magnetic Anisotropy and Hardening in SmCoCu Thin Films

Georgia Gkouzia, Damian Günzing, Ruiwen Xie +10

This work investigates the effect of copper substitution on the magnetic properties of SmCo thin films synthesized by molecular beam epitaxy. A series of thin films with vary…

cond-mat.mtrl-sci2023

Giant anomalous Hall and Nernst conductivities in magnetic all- metal Heusler alloys

Md Farhan Tanzim, Nuno Fortunato, Ilias Samathrakis +4

All- Heuslers are a category of novel compounds combining versatile functionalities such as caloric responses and spintronics with enhanced mechanical properties. Despite the pr…

cond-mat.mtrl-sci2022

High-throughput screening of Half-antiperovskites with a stacked kagome lattice

Harish K. Singh, Amit Sehrawat, Chen Shen +4

Half-antiperovskites (HAPs) are a class of materials consisting of stacked kagome lattices and thus host exotic magnetic and electronic states. We perform high-throughput calculati…

cond-mat.mtrl-sci2022

Autonomous atomic Hamiltonian construction and active sampling of x-ray absorption spectroscopy by adversarial Bayesian optimization

Yixuan Zhang, Ruiwen Xie, Teng Long +4

X-ray absorption spectroscopy (XAS) is a well-established method for in-depth characterization of the electronic structure due to its sensitivity to the local coordination and elec…

cond-mat.mtrl-sci2022★ 13 cited

Machine learning-enabled high-entropy alloy discovery

Ziyuan Rao, PoYen Tung, Ruiwen Xie +14

High-entropy alloys are solid solutions of multiple principal elements, capable of reaching composition and feature regimes inaccessible for dilute materials. Discovering those wit…

cond-mat.mtrl-sci2020★ 2 cited

Can experiment determine the stacking fault energy of metastable alloys?

Xun Suna, Song Lu, Ruiwen Xie +8

Stacking fault energy (SFE) plays an important role in deformation mechanisms and mechanical properties of face-centered cubic (fcc) metals and alloys. In metastable fcc alloys, th…

cond-mat.mtrl-sci2020★ 1 cited

Dissociated dislocation-mediated carbon transport and diffusion in austenitic iron

Ruiwen Xie, Song Lu, Wei Li +2

Dislocation-solute interaction plays fundamental roles in mechanical properties of alloys. Here, we disclose the essential features of dislocation-carbon interaction in austenitic…

cond-mat.mtrl-sci2019

Understanding quality control of hard metals in industry -- A quantum mechanics approach

Martina Lattemann, Ruiwen Xie, Raquel Lizárraga +2

For many decades, the magnetic saturation of, e.g. hard metals (HM) such as WC-Co-based cemented carbides, has been used as process and quality control in industry to ensure consis…

cond-mat.mtrl-sci2018★ 1 cited

Quantum mechanics basis of quality control in hard metals

Ruiwen Xie, Raquel Lizárragaa, David Linder +6

Non-destructive and reliable quality control methods are a key aspect to designing, developing and manufacturing new materials for industrial applications and new technologies. The…