All negative results articles
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OpinionTurning negative results into positives
Publishing unsuccessful experiments is more important than ever as we try to train machines in chemistry
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News
Yield-predicting AI needs chemists to stop ignoring failed experiments
For machine-learning algorithms to make accurate yield predictions, chemists need to start reporting more low-yielding reactions and spell out implied experimental details
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Research
Robots explore chemistry’s dark spaces
Thousands of nanoscale experiments create map of reactions that don’t work
