Detecting Helium Leaks With Sound In A Physics-Based Sensor

Helium is inert, which makes it useful in a lot of different industries. But helium’s colorless and odorless non-reactivity also means traditional gas sensing methods don’t work. Specia…

Hackaday
Incredible how we went from 'Training a 30M Topological Transformer' to 'Training #a #30M #Topological #Transformer' like some kind of SEO summoning ritual. Next stop: bake the weights into sourdough and post on Medium. #AI 🍞🤖
013_the_topological_transformer_training_tauformer - AI Research Engineering

We have this finally online 🧠🧠🧠:
"Modeling the Spread of Misfolded Proteins in #Alzheimer’s Disease using Higher-Order Simplicial Complex Contagion", big shout to Marcin Wardyinski, Iacopo Iacopini, Giovanni Petri, & Vito Latora
https://ieeexplore.ieee.org/document/11253716 Free on MedXiv!
Code: https://github.com/mwardynski/MP-spreading-prediction-with-SCM
#TDA #topological #data #complex networks
New digital state of matter could help build stable quantum computers

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.

Phys.org

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/

#rstats #rprogramming #topological

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

🔗 Discover more: https://facumed.com/read-blog/9364_quantum-warfare-market-analysis-size-share-growth-trends-and-forecast-2034.html#:~:text=Quantum%20Warfare%20Market%20Analysis%2C%20Size%2C%20Share%2C%20Growth%2C%20Trends%20And%20Forecast%2C%202034

Quantum Warfare Market Analysis, Size, Share, Growth, Trends And Forecast, 2034

Quantum Warfare Market is on the cusp of transformative growth, driven by technological innovation, strategic geopolitical interests, and increasing defense expenditures.

Congratulations to Dr. Chetan Nayak and the Microsoft Quantum team for winning Innovation of the Year at the 2025 GeekWire Awards. This recognition is a testament to the team's vision of topological quantum computing at scale and the decades of dedication that have brought this dream closer to reality.

Learn more: https://www.geekwire.com/2025/geekwire-awards-2025-revealed-community-alive-and-well-at-annual-celebration-of-best-in-pnw-tech/
#msftadvocate #quantum #azure #topological #microsoft
GitHub - williamw520/toposort: Topological sort library in Zig

Topological sort library in Zig. Contribute to williamw520/toposort development by creating an account on GitHub.

GitHub