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Chemistry and molecular research

Choose tools by representation and experimental question: molecules, simulations or crystal structures. Record units, stereochemistry, parameter settings and data sources so results can be checked independently.
Try: “Inspect compounds.csv, flag invalid or duplicate structures, and propose descriptors for a baseline model. Do not change the source file.” For reporting, add scientific writing after the analysis is verified.