Author

Katherine Heller

Duke UniversityORCID 0000-0002-4848-7466Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:statistical model· 1

Frequent Co-Authors

Carolyn ZhangiD· 1 shared Feilun WuiD· 1 shared Kai FaniD· 1 shared Lingchong YouiD· 1 shared Nan LuoiD· 1 shared Shangying WangiD· 1 shared Yangxiaolu CaoiD· 1 shared

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2019-2019 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperSystems Biology

Carolyn ZhangORCID

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1 paper

Recent·Most cited

Systems BiologyNature CommunicationsPeer-reviewedSep 25, 2019

Massive computational acceleration by using neural networks to emulate mechanism-based biological models

Shangying Wang, Kai Fan, Nan Luo…·Lingchong You

The paper introduces a framework using neural networks to accelerate computational simulations of biological models by emulating their behavior across larger parametric spaces.

99 citations

deep learningstatistical model