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refactor structure and phonon workflows
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move phonon workflows into phonon module
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remove archived periodic FC2 tutorial from mainline
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docs: add MLFCS call/consumption chain diagram
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feat: add periodic FC2 completion
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docs: add SnSe joint-fit phonon figure
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feat: publish Taylor ASE calculator and tutorial suite
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docs: publish 4.0.0a5 API and logging contract
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research: document Taylor and Wick backend comparison
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test: verify fitting basis physics integration
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