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Modulation of Magnetic Anisotropy and Spin-Orbit Interaction by Electrical Current in FeCoB Nanomagnets

Mesoscale and Nanoscale Physics · Submitted 11 Jul 2024

abstract compiled · 2026-09-23 · no language-model review

The authors' main claim The squared-current contribution, originating from the Spin Hall effect, uniquely accumulates strength with an increasing number of interfaces, resulting in exceptionally large current modulation of magnetic anisotropy and spin-orbit interaction in multi-layer nanomagnets.

how it is stated · asserted 1.00 read the record →

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arXiv ID2407.08170 (version 3)
Pith IDLVIQ7XFN, Pith's permanent record of this paper and its review
CitationVadym Zayets. "Modulation of Magnetic Anisotropy and Spin-Orbit Interaction by Electrical Current in FeCoB Nanomagnets." arXiv:2407.08170 (2024). https://pith.science/paper/LVIQ7XFN
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The compiled record

The paper's own sentences, arranged. Each label is drawn from a closed vocabulary; the number beside it is the probability the classifier gave that label. Numbers in the tables are the authors', checked by code. No sentence in this record was written by a model.

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Compiled by classifier-1.13.0 via TypeSafe API, question bank abstract-p1-20260923, 2026-09-23: 1 request, 6,415 input tokens.

What the abstract itself states, as probabilities: claims first 0.23 · states limitation 0.18 · human participants 0.01 · controlled comparison 0.08 · randomized assignment 0.01 · states quantitative result 0.98 · compares with prior results 0.11 · mentions code or data availability 0.02.

The abstract, sentence by sentence

arXiv listing abstract v3. Results and the main claim are underlined; .

We present a novel method for measuring the modulation of magnetic anisotropy and the strength of spin-orbit interaction by an electrical current in nanomagnets. Our systematic study explores the current dependencies of these properties across a variety of nanomagnets with different structures, compositions, and sizes, providing unprecedented insights into the complex physical origins of this effect. We identified two distinct contributions to the observed current modulation: one proportional to the current and the other to the square of the current. The squared-current contribution, originating from the Spin Hall effect, uniquely accumulates strength with an increasing number of interfaces, resulting in exceptionally large current modulation of magnetic anisotropy and spin-orbit interaction in multi-layer nanomagnets. Conversely, the linear-current contribution stems from the Ordinary and Anomalous Hall effects and exhibits opposite polarity at different interfaces, making it significant only in asymmetrical single-layer nanomagnets. The squared-current contribution induces substantial anisotropy field changes, up to 30-50$\%$ at typical MRAM recording currents, leading to thermally-activated magnetization reversal and data recording. The linear-current contribution, while smaller, is effective for parametric magnetization reversal, providing sufficient modulation for efficient data recording through resonance mechanisms. This finding highlights the complex nature of spin accumulation and spin dynamics at the nanoscale, presenting an opportunity for further optimization of data recording in MRAM technology.

background contribution method result interpretation main claim

What the classifier reports for each sentence. The number is the probability it gave the label.
#sentencerolethe authors' own workstates the main conclusionstrength
s0 We present a novel method for measuring the modulation of magnetic anisotropy and the strength of spin-orbit interaction by an electrical current in nanomagnets. contribution 0.97 0.93 0.07 asserted 1.00
s1 Our systematic study explores the current dependencies of these properties across a variety of nanomagnets with different structures, compositions, and sizes, providing unprecedented insights into the complex physical origins of this effect. contribution 0.95 0.95 0.06 asserted 1.00
s2 We identified two distinct contributions to the observed current modulation: one proportional to the current and the other to the square of the current. result 1.00 0.96 0.24 asserted 1.00
s3 The squared-current contribution, originating from the Spin Hall effect, uniquely accumulates strength with an increasing number of interfaces, resulting in exceptionally large current modulation of magnetic anisotropy and spin-orbit interaction in multi-layer nanomagnets. result 0.58 0.87 0.41 asserted 1.00
s4 Conversely, the linear-current contribution stems from the Ordinary and Anomalous Hall effects and exhibits opposite polarity at different interfaces, making it significant only in asymmetrical single-layer nanomagnets. result 0.58 0.86 0.11 asserted 1.00
s5 The squared-current contribution induces substantial anisotropy field changes, up to 30-50$\%$ at typical MRAM recording currents, leading to thermally-activated magnetization reversal and data recording. result 0.93 0.89 0.27 asserted 1.00
s6 The linear-current contribution, while smaller, is effective for parametric magnetization reversal, providing sufficient modulation for efficient data recording through resonance mechanisms. interpretation 0.53 0.85 0.08 asserted 1.00
s7 This finding highlights the complex nature of spin accumulation and spin dynamics at the nanoscale, presenting an opportunity for further optimization of data recording in MRAM technology. interpretation 0.88 0.63 0.20 asserted 0.61

What kind of paper the classifier reports this is: empirical study 0.75 · evidence from observation or experiment 1.00.

What was examined, and what was not

sources read
  • arXiv listing abstract v3
not examined
  • full text
  • figures and tables
  • references and citing sentences
  • relations to other papers
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  • P abstract
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  • S sections
  • T body sentences
  • C citations
  • R cross-paper relations

Every quoted sentence on this record is the authors'. Every label is from Pith's closed vocabulary, with the probability shown beside it. Every number in the measurements table is the authors', checked by code. Record as JSON

The paper
Original abstract

We present a novel method for measuring the modulation of magnetic anisotropy and the strength of spin-orbit interaction by an electrical current in nanomagnets. Our systematic study explores the current dependencies of these properties across a variety of nanomagnets with different structures, compositions, and sizes, providing unprecedented insights into the complex physical origins of this effect. We identified two distinct contributions to the observed current modulation: one proportional to the current and the other to the square of the current. The squared-current contribution, originating from the Spin Hall effect, uniquely accumulates strength with an increasing number of interfaces, resulting in exceptionally large current modulation of magnetic anisotropy and spin-orbit interaction in multi-layer nanomagnets. Conversely, the linear-current contribution stems from the Ordinary and Anomalous Hall effects and exhibits opposite polarity at different interfaces, making it significant only in asymmetrical single-layer nanomagnets. The squared-current contribution induces substantial anisotropy field changes, up to 30-50$\%$ at typical MRAM recording currents, leading to thermally-activated magnetization reversal and data recording. The linear-current contribution, while smaller, is effective for parametric magnetization reversal, providing sufficient modulation for efficient data recording through resonance mechanisms. This finding highlights the complex nature of spin accumulation and spin dynamics at the nanoscale, presenting an opportunity for further optimization of data recording in MRAM technology.

Human review
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1 arXiv paper cite this in 2 sentences

Each citing sentence is taken from the citing paper's LaTeX source and typed by Pith's classifier. A label appears at probability 0.8 or more (0.95 for support), a contest at 0.7 or more; the quoted words are the citing authors'. How each label was checked · JSON

Papers citing it · 1 sentence without a confident label

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