Learning resources
Curated blogs, tutorials, courses and featured finds from the ARIES community.
Featured resources
Course
Learning Weeks 2026
A complete collection of materials, slides, and hands on assignments from the ARIES 2026 Learning Weeks.
Blog
PINNs: Neural Networks That Do Their Physics Homework
The smartest AI can't truly do 2+2... it just matches patterns, not principles. So how do you teach a machine real physics? By changing one thing about how it's graded. Learn how adding a single "physics" term to a network's loss lets it solve differential equations with almost no data.
Blog
SketchColour Pipeline for 2D Animations
Breaking down colouring pipelines used in 2D animations.
All resources
ResourceTypeAdded on
Learning Weeks 2026
By Dev Shah
Maps of Meaning
By siddhant-agrawal, Ritwik Sehrawat
PINNs: Neural Networks That Do Their Physics Homework
By Harshita Prasad
SketchColour Pipeline for 2D Animations
By Izma Khan
Modern DL Tutorial
By Samyak Sanghvi