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.
Berry phase correction to electron density of states in solids
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
abstract
Liouville's theorem on the conservation of phase space volume is violated by Berry phase in the semiclassical dynamics of Bloch electrons. This leads to a modification of the phase space density of states, whose significance is discussed in a number of examples: field modification of the Fermi-sea volume, connection to the anomalous Hall effect, and a general formula for orbital magnetization. The effective quantum mechanics of Bloch electrons is also sketched, where the modified density of states plays an essential role.
verdicts
UNVERDICTED 2representative citing papers
Quantum metric induces O(ħ²) corrections to phase-space density of states, modifying Liouville's theorem and providing a nonlinear chiral kinetic theory consistent with QFT for chiral fermions in inhomogeneous 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.