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Article
Open AccessA self-driving laboratory advances the Pareto front for material properties
Useful materials must satisfy multiple objectives, where the optimization of one objective is often at the expense of another. The Pareto front reports the optimal trade-offs between these conflicting objectiv...
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Article
Open AccessQuantifying defects in thin films using machine vision
The sensitivity of thin-film materials and devices to defects motivates extensive research into the optimization of film morphology. This research could be accelerated by automated experiments that characteriz...
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Article
Open AccessPhotoelectrochemical oxidation of organic substrates in organic media
There is a global effort to convert sunlight into fuels by photoelectrochemically splitting water to form hydrogen fuels, but the dioxygen byproduct bears little economic value. This raises the important quest...