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Articles

Active learning enables generation of molecules that advance the known Pareto front - npj Computational Materials

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By Evan R. Antoniuk, PEGGY LI, Nathan Keilbart, Stephen E. Weitzner, Bhavya Kailkhura, Anna M. Hiszpanski
| Nature Verified
Abstract Although generative models hold promise for discovering molecules with optimized desired properties, they often fail to suggest synthesizable molecules that improve upon the properties of the structures represented in the training distribution. We find that this limitation arises not only from the molecule generation process itself, but also from the poor generalization capabilities of molecular property predictors.
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A Novel Digital PCR Assay for Accurate Detection and Differentiation of Focal and Non-Focal Subtypes of MET Amplification in Lung Cancer

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By PEGGY LI, Raymond C.M. Shek, Shelley C.M. Leung, H.T. Chu
| preprints.org
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An Asian American Moment: Seven Days in March

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By PEGGY LI
| Washington Monthly Verified
After the Atlanta shootings, the nation seemed ready to grapple with racism and misogyny directed at the AAPI community. Then came other shootings, and the moment passed. April 23, 2021 | 6:00 AM Fashion model Kayla Karns, left with hat, joins hundreds of people gather at a rally "Stop Asian Hate" candlelight vigil at Almansor Park in Alhambra, Calif., Saturday night, March 20, 2021.
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