Author

Anton Oleksandrovych Popov

National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”ORCID 0000-0002-1194-4424Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

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Research Focus:benchmarking· 1 Organism:human· 1 Approach:machine learning (classical)· 1

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Denys SmirnoviD· 1 shared Sergiy YakovenkoiD· 1 shared Yaroslav Smirnov· 1 shared

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2021-2021 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Denys SmirnovORCID

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1 paper

Recent·Most cited

NeurosciencePeerJ Computer SciencePeer-reviewedAug 26, 2021

Solving musculoskeletal biomechanics with machine learning

Yaroslav Smirnov, Denys Smirnov, Anton Oleksandrovych Popov, Sergiy Yakovenko

This paper applies machine learning to model musculoskeletal transformations in the human arm and hand, showing that both gradient boosting and neural networks can accurately predict muscle length and moment arm relationships.

36 citations

humanmachine learning (classical)

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