home.social

#topological — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #topological, aggregated by home.social.

fetched live
  1. A Harvard-Quantinuum-Stony Brook-UChicago collaboration published what the paper describes as the first experimental demonstration of a universal topological gate set built from braiding and fusing non-Abelian anyons, in Nature (vol. 655, pp. 591-597, July 15).

    The experiment: 54 physical qubits encoding 18 six-level qudits (each qudit is a qutrit-qubit pair, three physical qubits per site) on the H2-1 trapped-ion processor. The team prepared the ground state of the quantum double of S3 (the smallest non-Abelian group), encoded logical qutrits in the fusion space of spatially separated anyons, and demonstrated three primitives: a pull-through entangling gate via coherent braiding, and logical X- and Z-basis measurements via fusion and topological-charge readout. Braiding alone is provably not universal for these simple anyons; treating fusion as a computational primitive completes the gate set, an idea from Mochon's 2004 paper. The current demonstrations use linear-depth circuits, but the paper notes all three primitives can be scalably implemented with constant-depth adaptive circuits.

    Universality was illustrated by topologically preparing a magic state, the non-Clifford resource that most fault-tolerant architectures plan to build through distillation factories. The cyclic-fusion evidence from trapping a single non-Abelian anyon on the torus provides a separate diagnostic of the S3 encoding's computational power.

    The caveats are in the paper's own language: stabilizing the topological phase requires active error correction, "which is beyond the scope of the present work," though a finite decoding threshold for quantum doubles with solvable groups has recently been proven. No distance-scaling result shows that a larger lattice improves logical performance. Ground-state preparation discards about 24% of shots under heralding; the most selective calibration protocol (bureau of standards) accepted 11.5% against an ideal 12.5%, with about 6% after all heralding; the magic-state protocol's acceptance was 26.52%. The pull-through gate compiled to 845 native two-qubit gates at depth 307, about 5.9s per shot.

    For the CRQC picture: the magic-state result maps onto the magic-state capability in my framework at proof-of-principle level. It shows the anyonic primitives can create a non-Clifford resource but nothing yet about fault-tolerant production, injection, or logical fidelity at scale. The result widens the credible architecture set without shortening the calendar, and it raises the bar for Microsoft's materials-first Majorana approach, which pursues native topological protection in semiconductor-superconductor devices via parity measurements and measurement-based braiding.

    The deeper trade this paper forces: fusion-space computing may swap the magic-state-factory overhead for a more complex preparation, measurement, and decoding stack, and this paper makes that comparison an engineering question rather than a theoretical one. Twenty-two years from Mochon's recipe to hardware. Protection is next.

    Full analysis: postquantum.com/industry-news/

    #quantumcomputing #physics #faulttolerance #infosec #PQC #postquantum #topological

  2. #ITByte: Last year #Microsoft announced a new class of materials, called #Topoconductors, that enabled a fundamental leap in #Quantum #Computing.

    It powers #Majorana 1, the first quantum processing unit built on a #Topological core.

    knowledgezone.co.in/posts/Micr

  3. 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 🍞🤖

  4. 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
    ieeexplore.ieee.org/document/1 Free on MedXiv!
    Code: github.com/mwardynski/MP-sprea
    #TDA #topological #data #complex networks

  5. 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

  6. 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!

    r-consortium.org/posts/tidy-to

  7. 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: geekwire.com/2025/geekwire-awa
    #msftadvocate #quantum #azure #topological #microsoft

  8. Quantum physicist Dominic Walliman breaks down what's different about Microsoft's approach to Quantum Computing.
    ▶️ Microsoft's Topological Quantum Computer Explained - Domain of Science
    youtube.com/watch?v=ihZXl33t8S
    #Microsoft #QuantumComputing #Topological #Majorana

  9. The jury is still out on this.

    "Last month, the [Microsoft] team made waves announcing their first topological quantum chip, the Majorana 1. More quietly, Nokia Bell Labs has been working on their own version of a topological quantum computer, and the company claims it’s demonstrated the key ingredients in 2023. Both efforts represent scientific achievements, but bulletproof evidence of a topological quantum bit is elusive."

    spectrum.ieee.org/topological-

    #Quantum #Qubit #Topological #Computing

  10. #Cosmologists Try a New Way to Measure the Shape of the #Universe
    Is the universe flat and infinite, or something more complex? 15 scientists from seven countries known as Compact collaboration has devised a new way of finding #topological clues.
    Looking at the cosmic microwave background (CMB), photons from early universe The CMB tells us how the universe looked just 380,000 years after the #BigBang, when light was first able to travel through the cosmos unimpeded.
    quantamagazine.org/cosmologist

  11. If they couldn't even be bothered to look up how to pronounce Majorana correctly (MI-yor-ahna)... it's probably a good bet that the rest of the video's not very well researched either.
    #majorana #topological #qubit #Quantum #QuantumComputing #Microsoft

  12. 'Enhancing Graph Representation Learning with Localized Topological Features', by Zuoyu Yan, Qi Zhao, Ze Ye, Tengfei Ma, Liangcai Gao, Zhi Tang, Yusu Wang, Chao Chen.

    jmlr.org/papers/v26/23-1424.ht

    #topological #graphs #connectivity

  13. 'TopoX: A Suite of Python Packages for Machine Learning on Topological Domains', by Mustafa Hajij et al.

    jmlr.org/papers/v25/24-0110.ht

    #topox #hypergraphs #topological

  14. 'Topological Analysis for Detecting Anomalies in dependent sequences: application to Time Series', by Frédéric Chazal, Clément Levrard, Martin Royer.

    jmlr.org/papers/v25/24-0853.ht

    #topological #quantization #anomalies

  15. Postdoctoral Fellowship: Synthetic Topological Matter in Josephson Arrays

    Center for Quantum Devices, Niels Bohr Institute, University of Copenhagen

    New opening for a #postdoctoral fellowship in synthetic #topological matter in #josephson arrays at Center for Quantum Devices, Niels Bohr Institute

    See ...
    jobrxiv.org/job/center-for-qua

  16. Postdoctoral Fellowship: Synthetic Topological Matter in Josephson Arrays

    Center for Quantum Devices, Niels Bohr Institute, University of Copenhagen

    New opening for a #postdoctoral fellowship in synthetic #topological matter in #josephson arrays at Center for Quantum Devices, Niels Bohr Institute

    See ...
    jobrxiv.org/job/center-for-qua

  17. 'Euler Characteristic Tools for Topological Data Analysis', by Olympio Hacquard, Vadim Lebovici.

    jmlr.org/papers/v25/23-0353.ht

    #topological #simplicial #descriptors

  18. The study of topological phases in quantum systems (like in the #quantum #Hall effect) can be seen as analogous to the study of #topological #transitions in #statistical models like the #Ising #model.

  19. 'Differentially Private Topological Data Analysis', by Taegyu Kang, Sehwan Kim, Jinwon Sohn, Jordan Awan.

    jmlr.org/papers/v25/23-0585.ht

    #privacy #persistence #topological

  20. 'Topological Node2vec: Enhanced Graph Embedding via Persistent Homology', by Yasuaki Hiraoka, Yusuke Imoto, Théo Lacombe, Killian Meehan, Toshiaki Yachimura.

    jmlr.org/papers/v25/23-1185.ht

    #node2vec #embedding #topological

  21. Microsoft is on the cusp of creating the world's first USEFUL Quantum computers. Quantum computers made of over 1 Million stable qubits that can be accessed via the cloud & deliver quantum computing to engineers & scientists all over the world.

    "The Fascinating Map of Topological Quantum Computing" - YouTube
    youtube.com/watch?v=ihZXl33t8S

    Azure Quantum:
    quantum.microsoft.com/

    #azure #quantum #quantumcomputing #topological #microsoft #stationq #msftadvocate

Share on Mastodon

Enter the server where you have an account.