Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Chapter 12 summary added, html updated #44

Open
wants to merge 12 commits into
base: main
Choose a base branch
from
15 changes: 11 additions & 4 deletions 12_ultima_continued/12_ultima_continued.jl
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
### A Pluto.jl notebook ###
# v0.12.20
# v0.12.21

using Markdown
using InteractiveUtils
Expand Down Expand Up @@ -393,7 +393,14 @@ parameters(Ψf)
md"So we recover the equations and its parameters with an outstanding acurracy. And that is even more incredible if we remember that we did this with a **minimum** of data."

# ╔═╡ e6ec4364-54eb-11eb-1bf6-83db426cd32f
md"After seeing that, Garriot took a big deep breath. He immediately understood what was going on. The players were mass killing the animals. He called his team and start planning the strategy to face this, not knowing that already was a lost cause... "
md"""After seeing that, Garriot took a big deep breath. He immediately understood what was going on. The players were mass killing the animals. He called his team and start planning the strategy to face this, not knowing that already was a lost cause...

### Summary

In this chapter we continue to deepen our understanding of systems of differential equations and their complex behavior.
Copy link
Collaborator

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

attention to detail: continued instead of continue

We went a step further, introducing the concept of universal differential equations which allow us, given a very small amount of data, to estimate some unknown term of the system.
This opens a very big door, connecting machine learning and science, which can greatly enhance the production of knowledge.
"""

# ╔═╡ aac56d4e-54e7-11eb-2d8a-1f21c386ef8d
md"""### References
Expand Down Expand Up @@ -430,7 +437,7 @@ md"""### References
# ╠═d84d16c2-5447-11eb-0caf-6d099ef176a7
# ╠═d9ec41a0-5448-11eb-09f9-ffbb2a896a64
# ╠═03e26dea-5449-11eb-38dc-957ea73db154
# ╟─58a1294c-544c-11eb-27ca-8512bc3d5461
# ╠═58a1294c-544c-11eb-27ca-8512bc3d5461
# ╠═b38b9410-544e-11eb-220b-5746f897b5f4
# ╠═d58d6d84-544e-11eb-17b8-91723456fc15
# ╠═5a6dcdc8-5451-11eb-2a2f-cbc4f35844c0
Expand All @@ -444,5 +451,5 @@ md"""### References
# ╠═520b2d00-5457-11eb-349f-3bec665738fd
# ╠═fef7edba-54dd-11eb-3025-35fe9ffae6ac
# ╟─fe88958e-54e5-11eb-12bc-01ad625d85c5
# ╟─e6ec4364-54eb-11eb-1bf6-83db426cd32f
# ╠═e6ec4364-54eb-11eb-1bf6-83db426cd32f
# ╟─aac56d4e-54e7-11eb-2d8a-1f21c386ef8d
Loading