machine

Better and faster design of light-emitting organic materials with machine learning and quantum computing

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image: (A) Structure of Alq3 (B) Flowchart of the authors of two selected quantum optimization algorithms (C) Illustration of the authors’ method to reduce the influence of device noise visualization Moreover Credit: QI GAO ET AL Over the past decade, organic luminescent materials have been recognized by academia and industry as promising components for lightweight, … Read more

MIT researchers have developed BioAutoMATED: an automated machine learning system that can select and build an appropriate model for a given data set

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https://www.cell.com/cell-systems/pdf/S2405-4712(23)00151-5.pdf The task of building machine learning models can be challenging, particularly for researchers with no background in machine learning. However, a team of MIT researchers has developed an innovative solution called BioAutoMATED. This automated machine learning system simplifies the model selection process and data preprocessing, significantly reducing the time and effort required. The researchers … Read more