Search Results for author: Hai Xiao

Found 3 papers, 0 papers with code

EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields

no code implementations26 Mar 2024 Bangchen Yin, Yue Yin, Yuda W. Tang, Hai Xiao

Machine learning force fields (MLFFs) have emerged as a promising approach to bridge the accuracy of quantum mechanical methods and the efficiency of classical force fields.

Atomic Forces Ensemble Learning +2

AI Online Filters to Real World Image Recognition

no code implementations11 Feb 2020 Hai Xiao, Jin Shang, Mengyuan Huang

Deep artificial neural networks, trained with labeled data sets are widely used in numerous vision and robotics applications today.

Online Learning to Estimate Warfarin Dose with Contextual Linear Bandits

no code implementations11 Jul 2019 Hai Xiao

Warfarin is one of the most commonly used oral blood anticoagulant agent in the world, the proper dose of Warfarin is difficult to establish not only because it is substantially variant among patients, but also adverse even severe consequences of taking an incorrect dose.

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