model

Machine learning model helps characterize compounds for drug discovery

WEST LAFAYETTE, Ind. – Tandem mass spectrometry is a powerful analytical tool used to characterize complex mixtures in drug discovery and other fields.

Now, Purdue University innovators have created a new method of applying machine learning concepts to the tandem mass spectrometry process to improve the flow of information in the development of new drugs. Their work is published in Chemical Science.

“Mass spectrometry plays an integral role in drug discovery and development,” said Gaurav Chopra, an assistant professor of analytical and physical chemistry in Purdue’s College of Science. “The specific implementation of bootstrapped machine learning with a small amount of positive and negative training data presented here will pave the way for becoming mainstream in day-to-day activities of automating characterization of compounds by chemists.”

Chopra said there are two major problems in the field of machine learning used for chemical sciences. Methods used do not provide chemical understanding

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Vending Machine Market – Actionable Research on COVID-19 | The Aim to Improve Customer Shopping Experience to Boost the Market Growth

The global vending machine market size is poised to grow by USD 9.82 billion during 2020-2024, progressing at a CAGR of over 11% throughout the forecast period, according to the latest report by Technavio. The report offers an up-to-date analysis regarding the current market scenario, latest trends and drivers, and the overall market environment. The report also provides the market impact and new opportunities created due to the COVID-19 pandemic. Download a Free Sample of REPORT with COVID-19 Crisis and Recovery Analysis.

This press release features multimedia. View the full release here: https://www.businesswire.com/news/home/20200930005622/en/

Technavio has announced its latest market research report titled Global Vending Machine Market 2020-2024 (Graphic: Business Wire)

The increasing adoption of vending machines to improve customer shopping experience is one of the key factors driving vending machine market growth. Vending machines do not require the intervention of salespeople, support staff, and other executives. Therefore, vending machines prove

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accesories

Milling Machine Parts And Their Operate

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