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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Onsager reciprocity yields Raman tensor tables for every magnetic point group plus the observation that the magneto-Raman vector can be orthogonal to the magnetic moment.
Giant Kerr effect in MnTe is caused by defect-induced carrier self-doping rather than intrinsic altermagnetic order.
Nanoscale imaging of epitaxial MnTe films reveals interfacial-origin weak magnetization that correlates with the anomalous Hall effect and can be controlled by external fields.
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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.