This model is uses a Hubbert Linearization along with a Nelder–Mead solver to simulate a peak oil curve against historic global oil production data from the Energy Institute.
Copyright © 2025 Will Martin and is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License. Check out the blog post for this model here.