#Science #AcousticSensing #Gasleak #Helium #Topological
Starting from scratch: Training a 30M Topological Transformer
https://www.tuned.org.uk/posts/013_the_topological_transformer_training_tauformer
#HackerNews #Starting #from #scratch: #Training #a #30M #Topological #Transformer
topologicaltransformer #training #machinelearning #AI #research #deeplearning
Digital matter:
#topological #matter #quantumcomputing #innovation #research #science #futurism
⚛️
https://phys.org/news/2025-12-digital-state-stable-quantum.html

Scientists have taken another major step toward creating stable quantum computers. Using a specialized quantum computer chip (an essential component of a quantum computer) as a kind of tiny laboratory, a team led by Pan Jianwei at the University of Science and Technology of China has created and studied a rare and complex type of matter called higher-order nonequilibrium topological phases.
Forgot to #HashTag this yesterday...
0.1.beta of a track layout program for my WIP "it's all #Loops" #Train #Roguelite prototype... it's #2D (or rather a flat arrangement in a #3D world) at the moment but I may add some #Bridges and #Tunnels at a later stage for #Topological complexity and some inclines and maybe even embankments/cuttings for a more interesting terrain...
#GameDev #Geometry #Godot #JoiningRectangularLoopsIsHarderThanYouThink
Tidy topological machine learning with TDAvec and tdarec by Jason Cory Brunson, Alexsei Luchinsky, Umar Islambekov
Topological data analysis (TDA) is increasingly integrated into machine learning. Introducing two R packages—TDAvec and tdarec—to bridge TDA with the Tidymodels ecosystem, offering efficient persistent homology vectorization and tidy ML pipelines.
Bug reports, feature requests, and code contributions welcome!
https://r-consortium.org/posts/tidy-topological-machine-learning-with-tdavec-and-tdarec/
Physicists discover an unusual #chiral #quantum #state in a #topological material
The finding sheds light on an intense debate within the physics community and expands our understanding of what is possible in the quantum realm
#QuantumComputing #technology #Science
Zig Topological Sort Library for Parallel Processing
https://github.com/williamw520/toposort
#HackerNews #Zig #Topological #Sort #Library #for #Parallel #Processing #parallelprocessing #toposort #zigprogramming #softwaredevelopment #github