Evidence map›Paper›PMID 42441567›Full record

ArticleACS applied materials & interfaces2026

Bulk Spin-Orbit Torque-Driven Spin Hall Nano-Oscillators Using PtBi Alloys with Engineered Crystallinity.

Utkarsh Shashank, Akash Kumar, Tahereh Sadat Parvini, Hauke Heyen, Lunjie Zeng, Andrew B Yankovich, Jong-Guk Choi, Mona Rajabali, Eva Olsson, Markus Münzenberg and 1 more

Abstract read
In one paragraph

Article in ACS applied materials & interfaces, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Utkarsh ShashankApplied Spintronics Group, Department of Physics, University of Gothenburg, Gothenburg412 96, Sweden.ORCID 0000-0001-9032-1841
Akash KumarApplied Spintronics Group, Department of Physics, University of Gothenburg, Gothenburg412 96, Sweden.ORCID 0000-0002-4105-3681
Tahereh Sadat ParviniInstitut für Physik, Universität Greifswald, Greifswald17489, Germany.
Hauke HeyenInstitut für Physik, Universität Greifswald, Greifswald17489, Germany.ORCID 0000-0002-8577-5002
Lunjie ZengDepartment of Physics and Astronomy, Chalmers University of Technology, Gothenburg412 96, Sweden.ORCID 0000-0002-4564-7217
Andrew B YankovichDepartment of Physics and Astronomy, Chalmers University of Technology, Gothenburg412 96, Sweden.ORCID 0000-0002-1772-6778
Jong-Guk ChoiApplied Spintronics Group, Department of Physics, University of Gothenburg, Gothenburg412 96, Sweden.ORCID 0000-0002-8915-502X
Mona RajabaliNanOsc AB, Kista164 40, Sweden.
Eva OlssonDepartment of Physics and Astronomy, Chalmers University of Technology, Gothenburg412 96, Sweden.ORCID 0000-0002-3791-9569
Markus MünzenbergInstitut für Physik, Universität Greifswald, Greifswald17489, Germany.
Johan ÅkermanApplied Spintronics Group, Department of Physics, University of Gothenburg, Gothenburg412 96, Sweden.ORCID 0000-0002-3513-6608

Funding

Deutsche Forschungsgemeinschaft EXC-2111-390814868Horizon 2020 Framework Programme 835068Horizon 2020 Framework Programme 899559HORIZON EUROPE Marie Sklodowska-Curie Actions 101152484Stiftelsen f?r Strategisk Forskning NASwedish National Infrastructure for Advanced Electron Microscopy 2021-00171Swedish National Infrastructure for Advanced Electron Microscopy RIF21-0026Vetenskapsr?det 2024-01943
6 · The paper itself

Abstract

Spin-orbit-torque-driven auto-oscillations in spin Hall nano-oscillators (SHNOs) provide a promising route toward energy-efficient, nanoscale microwave devices for neuromorphic computing and high-frequency technologies. Achieving robust oscillations requires lowering the threshold current (Ith), governed by the spin Hall efficiency (θSH). Conventional approaches to enhance θSH often involve trade-offs, such as increased resistivity and interfacial effects. Here, we demonstrate a pronounced enhancement of the bulk spin Hall effect in PtBi alloys via crystallographic engineering, achieving a 3-fold increase in θSH from 0.07 in Pt100.0Bi0.0 to 0.24 in Pt94.0Bi6.0 and 0.19 in Pt91.3Bi8.7, extracted from DC-bias spin-torque ferromagnetic resonance. The enhancement arises from bulk-dominated extrinsic side-jump scattering. Correspondingly, Ith is reduced by 42% and 32% in 100 nm SHNOs based on Co40Fe40B20(3 nm)/Pt94.0Bi6.0(4 nm) and Co40Fe40B20(3 nm)/Pt91.3Bi8.7(4 nm), respectively. The devices exhibit narrower linewidths (∼25 MHz), enhanced quality factors (350 ≤ Q ≤ 550, ∼4× higher than Pt (Pt100.0Bi0.0)), and a 61.6% reduction in threshold power. These findings establish PtBi alloys as efficient spin Hall materials, enabling reduced power consumption for SHNO-based neuromorphic and memory technologies.

Indexed as

auto-oscillationextrinsic side-jump scatteringspin Hall effectspin Hall nano-oscillatorspin−orbit torque

Identifiers

PMID42441567
PMCPMC13425562

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.