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Scientific Computing & Reproducibility terms
Supercomputers, simulation, open science and the replication problem.
Data provenance The documented history of where a dataset came from and every transformation applied to it before its current state. FAIR data principles Guidelines stating that research data should be Findable, Accessible, Interoperable and Reusable. Preregistration Publicly documenting a study's hypotheses, methods and analysis plan before collecting or examining the data. Reproducibility The ability of an independent researcher to obtain the same results using the original data, code and methods. Research data management (RDM) The practices and policies for organizing, storing, documenting and preserving data throughout a research project. Research software engineering Applying professional software engineering practice to code written for scientific research, not just quick one-off scripts. Scientific workflow An automated, documented sequence of computational steps that takes research data from raw input to final result.