Machine Learning at the Limit

Il mio Substack personale

By Alex Colagrande

· Launched 6 months ago

14. Walrus: A Cross-Domain Foundation Model for Continuum Dynamics

space-time factorization, compute-adaptative patchicing, patch jittering and (a lot) more

Jun 16•Alex Colagrande

1

13. Multi-branch transformers with AB-UPT

How to model different physical quantities with different parts of the model while keeping information sharing between them.

Jun 5•Alex Colagrande

2

12. NeuralDEM: Real-time Simulation of Industrial Particulate Flows

A UPT follow up for large-scale particle simulations.

May 21•Alex Colagrande

1

11. Universal Physics Transformer (UPT)

A framework for efficiently scaling neural operators.

Mar 24•Alex Colagrande

4

10. Aurora: A Foundation model of the atmosphere

The first foundation model for Atmospheric predictions.

Mar 22•Alex Colagrande

4

9. A small review on Point Transformers

Point Transformer V1, V2 & V3.

Mar 9•Alex Colagrande

4

8. A small review on Point Networks

PointNet, PointNet++ & PointNeXt

Feb 23•Alex Colagrande

5

7. Shifted and Rotated Transformers.

Swin, SwinV2 & Erwin.

Feb 16•Alex Colagrande

4

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