Science Score: 67.0%

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  • CITATION.cff file
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  • codemeta.json file
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  • DOI references
    Found 4 DOI reference(s) in README
  • Academic publication links
    Links to: zenodo.org
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  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (6.7%) to scientific vocabulary
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Repository

Basic Info
  • Host: GitHub
  • Owner: drbergman
  • License: bsd-3-clause
  • Language: MATLAB
  • Default Branch: main
  • Size: 165 KB
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  • Releases: 1
Created 8 months ago · Last pushed 8 months ago
Metadata Files
Readme License Citation

README.md

SMoRe GloS

Archived release (v1.0.0) on Zenodo: DOI

Latest version on Zenodo: https://doi.org/10.5281/zenodo.15859052

A repository for the paper "An efficient and flexible framework for inferring global sensitivity of agent-based model parameters". The code here represents the first implementation of Surrogate Modeling for Recapitulating Global Sensitivity (SMoRe GloS) for agent-based models.

Project Structure

The code for running SMoRe GloS is located in the src directory. The two use cases demonstrated in the paper are located in the TumorSpheroidABM and VascularABM directories. The use case directories include README files with instructions on how to run the code.

Owner

  • Name: Daniel Bergman
  • Login: drbergman
  • Kind: user
  • Location: Ann Arbor, MI
  • Company: University of Michigan

Computational mathematician working on agent-based models of cancer-immune interactions.

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Bergman
    given-names: Daniel
  - family-names: Jackson
    given-names: Trachette
  - family-names: Jain
    given-names: Harsh Vardhan
  - family-names: Norton
    given-names: Kerri-Ann
title: "SMoRe GloS: An efficient and flexible framework for inferring global sensitivity of agent-based model parameters"
version: 1.0.0
identifiers:
  - type: doi
    value: 10.5281/zenodo.15859052
date-released: 2025-07-10

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