A post-processing script-tool created for the automatic analysis and extraction of structural characteristics of disordered and amorphous systems
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Apr 10, 2022 - Python
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order-parameter
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Local Python package for symmetry analysis of crystalline structures: k vectors, irreps, order-parameter directions, isotropy subgroups, invariant bases, symmetry-adapted modes, and Landau invariants.
python offline crystallography group-theory symmetry-analysis irreducible-representations isodistort order-parameter isotropy magnetic-structures structural-phase-transitions
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Aug 12, 2026 - Python
We proposed an order parameter for grokking. Then we killed it. A pre-registered falsification, with primary data, code, and a documented retraction.
machine-learning deep-learning reproducible-research numpy open-science modular-arithmetic research-data interpretability generalization grokking weight-decay negative-results order-parameter falsification mechanistic-interpretability
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Jul 15, 2026 - Python
Modified Kuramoto model for U.S. Treasury yield phases and EEG alpha phases. Data-driven natural frequencies, coupling, and phase delays; circular metrics (R, PLV, CPE). Primary result: constant parameters do not recover trajectories.
python research time-series signal-processing eeg computational-neuroscience scientific-computing scipy mit-license quantitative-finance ordinary-differential-equations nonlinear-dynamics circular-statistics yield-curve phase-locking-value kuramoto-model phase-synchronization alpha-band order-parameter treasury-yields
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Aug 5, 2026 - Python
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