Research notes

Evidence before interpretation.

Practical analysis methods, scientific reasoning and product perspectives for researchers working with instrument data.

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Research articles

A practical workflow for reading matched peaks, missing peaks, impurities, structure context and uncertainty together.

Why research AI should be attached to raw files, metadata, algorithms, references and lab history.

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Each method page connects the scientific question to the evidence researchers should inspect and preserve.

Phase evidence, refinement and publication figures

Baseline correction, peaks and material signatures

Emission peaks, FWHM, energy and trace comparison

Morphology, scale-aware measurements and image evidence

Topography, roughness, profiles and surface features

Cycling, rate capability and degradation signals