Author

Nick Collier

Argonne National Laboratory

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Systems Biology· 1

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

Frequent Co-Authors

Chase CockrelliD· 1 shared Gary C. AniD· 1 shared Jonathan OzikiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperSystems Biology

Chase CockrellORCID

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1 paper

Recent·Most cited

Nested Active Learning for Efficient Model Contextualization and Parameterization

Chase Cockrell, Jonathan Ozik, Nick Collier, Gary C. An

This paper uses nested active learning to efficiently parameterize and contextualize an agent-based model of systemic inflammation, reducing required simulations by 99%.

SIMULATION · Dec 14, 2020Peer-reviewedSystems Biology