I am currently on the road to particle physics by re-implementing AI-related papers
. I will post my progress here and share how deep learning is being used in physics . As I progress, I will add more papers to the list
: Quantum mechanics - Using a neural network to model the wave function ansatz [link] [code]
EDIT 1: Added on the road
the last two days i learned: some revision on fundamental concepts
The last two days i learned
January 23, 2023, 11:12pm
What materials are you using for this?
For particle physics, I will use this resource
I am currently working on the prerequisites and implementing papers along the way to get there. I will repeat the process for nanoscience, neuroscience, material science, astrophysics, and synthetic biology
January 25, 2023, 8:08am
It’s a very interesting topic, It’s a good thing that you are starting with the basics. I also have a interest in this field. Certainly i will learn something.
January 26, 2023, 12:29am
I meant - what are you using for working on the prerequisites? What materials are you showing in the above screenshots? Are they notebooks you’re creating? Are you sharing them publicly? How are you creating them?
Sorry for the delayed response
what are you using for working on the prerequisites?
What materials are you showing in the above screenshots?
It’s my notes from mechanics and electricity
Are they notebooks you’re creating?
Yes, I use
sympy for symbolic calculations and
pint for unit conversion
Are you sharing them publicly?
Yes, all of my notes above and other notes are shared publicly.
GitHub - xrsrke/homework: My homework 😋
physics summary: url
mechanics summary: url
electricity summary: url
quantum mechanics summary: url
… for other notes (like deep learning, RL, NLP, chemistry…) go: url and search the name
How are you creating them?
I use Notion for notes,
Miro.com for diagrams, Mathpix to convert images to LaTeX, OwlOCR to convert images to text, and ChatGPT and Perplexity.ai to search for information and learn new concepts.
The last three days I learned: high-level overview of quantum mechanics, warmed up my chemistry (going to implement ai-related nanoscience soon)
(Andrea de Luca)
January 29, 2023, 1:46am
Did you buy their annual plan?
Nope, I purchase it monthly.
the last three days i learned
: how to predict physical properties of a quantum object
Update: I’m just stuck at the moment, but I’ll be back. I’m not giving up, LOL
[ROUND 1] TIL: 1/5 on how to represent the state of a quantum object
the last four days i learned: not making good progress on this, so giving up? Hell no
the last three days i learned: how to verify the solutions of the Schrödinger equation (yup, i will use software to automate this part)
yes. i will use software to automate this part
TIL: plotted the wave function using python
TIL: some math notations for quantum mechanics
some more math of quantum mechanics