William Gilpin's banner

William Gilpin

@wgilpin0 • 5,505 subscribers

asst prof @UTAustin physics interested in chaos, fluids, & biophysics.

Shorts

$Our group discovered that reasoning models produce fractals when asked to solve hard problems. We can use nonlinear dynamics to probe the thinking processes of recurrent depth models on Sudoku, mathematics, and even ARC-AGI (1/N)$

Our group discovered that reasoning models produce fractals when asked to solve hard problems. We can use nonlinear dynamics to probe the thinking processes of recurrent depth models on Sudoku, mathematics, and even ARC-AGI (1/N)

461,739 次观看

In biology we measure downstream variables like genes, neurons, or species. But we can’t always measure their underlying causes. In Physical Review X I present a physics-based algorithm for learning causal drivers from time series (1/n)

In biology we measure downstream variables like genes, neurons, or species. But we can’t always measure their underlying causes. In Physical Review X I present a physics-based algorithm for learning causal drivers from time series (1/n)

73,241 次观看

How do time series foundation models forecast unseen dynamical systems? In new experiments, we find that small transformers learn to approximate transfer operators in-context. (1/N)

How do time series foundation models forecast unseen dynamical systems? In new experiments, we find that small transformers learn to approximate transfer operators in-context. (1/N)

29,877 次观看

Videos

Anya Rossi

sweetdream.ai

SweetDream.ai•Sponsored•Livecam

Watch Anya Live

Anya is streaming live right now! Join her private show and enjoy exclusive content.

Exclusive private shows

1.2k viewers online

Private Show

Join now for exclusive access

Free preview available • Premium content

The second year of my fully open-source graduate computational physics course is now underway NaturalSciences @ UT Oden Institute We invite students anywhere in the world to participate. Mods/Issues/PRs on GitHub welcome! (vid: condensate forms in turbulence)

The second year of my fully open-source graduate computational physics course is now underway NaturalSciences @ UT Oden Institute We invite students anywhere in the world to participate. Mods/Issues/PRs on GitHub welcome! (vid: condensate forms in turbulence)

20,705 次观看 • 3 年前

没有更多内容可加载