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Physics-Based Deep Learning Book

physicsbaseddeeplearning.org Books & learning Books & long-form works AI & data Candidate
Screenshot of physicsbaseddeeplearning.org captured 2026-07-20
Page preview · captured 2026-07-20

Resurfaced independently across 2 calendar years, with breakout response in 2 of them.

submissions
3
submitters
2
observed span
2021–2024
peak thread · 24 comments
333 pts
latest 20+ return · 2024-07-11
333 pts

Submission timeline

2007–2026

One slot for every year since HN launched. Height is that year's peak points; orange marks a 100+ point or 50+ comment breakout. Select a bar to open its strongest thread.

First comments on top threads

HN comment order

In this dense overview presentation (Oct 2022), Chris Rackauckas introduced Sci ML with diverse examples from many fields: epidemics, gravitational waves, pharmacometrics, ocean simulation... and some open source and proprietary Julia libraries for SciML. Highly informative! https://www.youtube.com/watch?v=yHiyJQdWBY8

alexb24·333-point thread·

meta comment: the website you're viewing when you click that link is generated using Jupyter Book , which is like the best thing ever https://jupyterbook.org/intro.html Imagine all the beauty of .Rmd (easily generate books by combining markdown explanations with executable cells), but adapted for the Python ecosystem (jupyter notebooks). Jupyuter-book is a really well thought-out project. You create the book with a _toc.yml file: https://github.com/tum-pbs/pbdl-book/blob/main/_toc.yml and all the config is in one…

The first top-level comment from each of the four biggest threads, in HN’s own order. Excerpts are shortened; open a comment for full context.

Breakout years
2

100+ points or 50+ comments

Total points
530

reference only — not used in Hall rules or ranking

Total comments
48

reference only — not used in Hall rules or ranking

Every submission

DateTitle as submittedByPointsComments
2021-09-09Physics-Based Deep Learning Book (Free)sebg20
2021-09-12Physics-Based Deep Learning BookFirst breakoutAnon8419524
2024-07-11Physics-Based Deep Learning BookBest thread · Latest 20+ point returnsebg33324