Towards Learning the Positive Real Discriminant of the Wnt Signaling Pathway Shuttle Model
We use machine learning to approximate the space of steady states in the shuttle model for the Wnt Signaling Pathway. In this ongoing work, we combine these methods with computational algebra to investigate a question by Gross, Harrington, Rosen, and Sturmfels.
Authors
- Jose Israel Rodriguez (ORCID: https://orcid.org/0000-0003-3140-9944)
- Aviva K. Englander
Institutions
- University of Wisconsin–Madison (US)
Publication Details
- Journal
- ACM communications in computer algebra
- Published
- 2024-09-01
- DOI
- https://doi.org/10.1145/3717582.3717590
- Primary Topic
- Machine Learning in Bioinformatics
- Type
- article
- Field-Weighted Citation Impact
- 0.00