An LLM pipeline with fresh-context sessions and literature calibration produces a publication-grade manuscript with three substantive findings on altermagnetic piezomagnetism from a corpus of 11,083 papers.
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Residual orbital magnetization governs the anomalous Hall effect in altermagnets via the Středa relation and a crystal-field plus spin-orbit coupling mechanism in MnTe-type materials.
Multipole analysis of α-MnTe shows that distinct altermagnetic configurations induce spin-momentum locking with different parities and magnetic spin Hall effects with up to 16% angle, enabling identification of order parameters via anisotropy.
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Grounded autonomous research: a fault-tolerant LLM pipeline from corpus to manuscript in frontier computational physics
An LLM pipeline with fresh-context sessions and literature calibration produces a publication-grade manuscript with three substantive findings on altermagnetic piezomagnetism from a corpus of 11,083 papers.
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Residual orbital magnetization governs the anomalous Hall effect in altermagnets
Residual orbital magnetization governs the anomalous Hall effect in altermagnets via the Středa relation and a crystal-field plus spin-orbit coupling mechanism in MnTe-type materials.