Between Dec 19, 2024 and Jan 2, 2025, datasets can be submitted to DRUM but will not be processed until after the break. Staff will not be available to answer email during this period, and will not be able to provide DOIs until after Jan 2. If you are in need of a DOI during this period, consider Dryad or OpenICPSR. Submission responses to the UDC may also be delayed during this time.

Browsing by Author "Murphy, Madeline"

Now showing 1 - 2 of 2
  • Thumbnail Image
    Item
  • Thumbnail Image
    Item
    Programmable loop directionality simulation ml data scripts models results
    (2024-12-02) Murphy, Madeline; Noordhoek, Kyle; Gathmann, Sallye; Dauenhauer, Paul; Bartel, Chris; noord014@umn.edu; Noordhoek, Kyle; University of Minnesota Design of Materials on Computers Lab - Bartel Group; University of Minnesota Dauenhauer Group
    This repository exists to share the data and scripts used in the paper "Catalytic Resonance Theory: Forecasting the Flow of Programmable Catalytic Loops" by Madeline Murphy, Kyle Noordhoek, Sallye Gathmann, Paul Dauenhauer, and Christopher Bartel. The bulk of the files are contained within the `programmable-loop-directionality` folder with additional detailed information presented in the `README.md` files of each subfolder. Here we also include zips containing each of the Random Forest models that were trained along with the full grid searches generated during the study.