ZDNet

Data meets science: Open access, code, datasets, and knowledge graphs for machine learning research and beyond

Science and data are interwoven in many ways. The scientific method has lent a good part of its overall approach and practices to data-driven analytics, software development, and data science. Now ...
Nature

Six factors affecting reproducibility in life science research and how to handle them

Independent verification of data is a fundamental principle of scientific research across the disciplines. The self-correcting mechanisms of the scientific method depend on the ability of researchers ...
National Academies of Sciences%2c Engineering%2c and Medicine

New Report Examines Reproducibility and Replicability in Science, Recommends Ways to Improve Transparency and Rigor in Research

WASHINGTON – While computational reproducibility in scientific research is generally expected when the original data and code are available, lack of ability to replicate a previous study -- or obtain ...
The Conversation

The science ‘reproducibility crisis’ – and what can be done about it

Ottoline Leyser receives research funding from The Gatsby Charitable Foundation, The European Research Council and the Biotechnology and Biological Sciences Research Council. She is affiliated with ...