Use CaseR and D

Predict testing outcomes

Predict outcomes from tests. This may mean that fewer experiments are required, thus reducing experimental R&D costs and time to market. With appopriate data and a sensitivity to risk trade-offs it may also mean that a go / no go decision can be made before the cost of a testing regime is initiated.

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Operational

Operational - Process speed up

Cost

Cost - Targeted Trials/ Precision testing

Description

Predict testing outcomes

Linked Case Studies

Case Study

Johns Hopkins University

Scientists aim to eliminate animal testing by automating the proccess based on existing knowledge about chemical interactions using machine learning

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Case Study

NASA

NASA replaced output from a faulty sensor in space by using other sensor data to predict the ultraviolet radiation sensor measurements with 97% accuracy

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Case Study

Yahoo!

Yahoo! researchers investigate optimising click-through rates by predicting optimal news story to feature online

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Editor: sdg