Tag: Innovation

Machine learning innovation to develop chemical library for drug discovery

Machine learning innovation to develop chemical library
Purdue University scientists are using machine learning models to create new options for drug discovery pipelines. Credit: Purdue University/Gaurav Chopra

Machine learning has been used widely in the chemical sciences for drug design and other processes.


The models that are prospectively tested for new reaction outcomes and used to enhance human understanding to interpret chemical reactivity decisions made by such models are extremely limited.

Purdue University innovators have introduced chemical reactivity flowcharts to help chemists interpret reaction outcomes using statistically robust machine learning models trained on a small number of reactions. The work is published in Organic Letters.

“Developing

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Department Of Justice And U.S. Patent And Trademark Office To Host Public Workshop On Promoting Innovation In The Life Science Sector | OPA

The Justice Department’s Antitrust Division (DOJ) and the U.S. Patent and Trademark Office (USPTO) will host a virtual public workshop on Sept. 23rd and 24th, 2020 to discuss the importance of intellectual property rights and pro-competitive collaborations for life sciences companies, research institutions, and American consumers. 

“Now more than ever, it is essential that we consider the role of regulation and antitrust enforcement on incentives for innovation in key areas of discovery, such as biotechnology and the life sciences,” said Assistant Attorney General for the Antitrust Division Makan Delrahim.  “We look forward to a robust discussion of the current legal

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