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Alex Townsend-Teague

@townsend-teague.bsky.social
596 followers 276 following 22 posts

Working on quantum error correction. Interested in maths, coding and spaced repetition. PhD student at Freie Universität Berlin.

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Reposted by Alex Townsend-Teague
Bálint Pató @balintpato.bsky.social · 07/08/2025
1/ 🚀 Super excited to launch PlanqTN — an open-source Python lib + interactive web app for exploring quantum LEGO-based QEC codes! 🎥 Intro video: youtu.be/TNnE3hReYVk 🔗 GitHub: github.com/planqtn/plan... 🌐 Studio: planqtn.com
lnkd.in
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Alex Townsend-Teague @townsend-teague.bsky.social · 10/07/2025
Handy for controlled gates and diagonal non-Clifford stuff
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Alex Townsend-Teague @townsend-teague.bsky.social · 10/07/2025
Add another regular Hadamard to the three legged one to get an AND gate on computational basis states:
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Alex Townsend-Teague @townsend-teague.bsky.social · 10/07/2025
In general it's this bunch of symbols:
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Alex Townsend-Teague @townsend-teague.bsky.social · 10/07/2025
Yeah I'm mostly joking, I agree with providing circuit diagrams - but if you're having to make up new notation anyway... Hadamard box is "all ones matrix except for the bottom corner", e.g.:
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Alex Townsend-Teague @townsend-teague.bsky.social · 10/07/2025
Or we could all use the ZX-calculus!
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Alex Townsend-Teague @townsend-teague.bsky.social · 25/04/2025
Cinema-goers agree that the proof technique is unsatisfying:
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Alex Townsend-Teague @townsend-teague.bsky.social · 25/04/2025
From Aluffi's 'Algebra: Chapter 0'.
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Alex Townsend-Teague @townsend-teague.bsky.social · 25/04/2025
New proof technique unlocked:
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Reposted by Alex Townsend-Teague
Timo Hillmann @timohillmann.bsky.social · 07/04/2025
Section 3 of the Extractor paper is a very good overview I find as a non-expert. arxiv.org/abs/2503.10390
arxiv.org
Extractors: QLDPC Architectures for Efficient Pauli-Based Computation
In pursuit of large-scale fault-tolerant quantum computation, quantum low-density parity-check (LPDC) codes have been established as promising candidates for low-overhead memory when compared to conventional approaches based on surface codes. Performing fault-tolerant logical computation on QLDPC memory, however, has been a long standing challenge in theory and in practice. In this work, we propose a new primitive, which we call an $\textit{extractor system}$, that can augment any QLDPC memory into a computational block well-suited for Pauli-based computation. In particular, any logical Pauli operator supported on the memory can be fault-tolerantly measured in one logical cycle, consisting of $O(d)$ physical syndrome measurement cycles, without rearranging qubit connectivity. We further propose a fixed-connectivity, LDPC architecture built by connecting many extractor-augmented computational (EAC) blocks with bridge systems. When combined with any user-defined source of high fidelity $|T\rangle$ states, our architecture can implement universal quantum circuits via parallel logical measurements, such that all single-block Clifford gates are compiled away. The size of an extractor on an $n$ qubit code is $\tilde{O}(n)$, where the precise overhead has immense room for practical optimizations.
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Alex Townsend-Teague @townsend-teague.bsky.social · 28/03/2025
More fun footnotes in papers please! On 'copy cup' gates (scirate.com/arxiv/2410.1...):
Footnote from a paper: "Not to be confused with 'copy cat' or 'coffee cup'"
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Alex Townsend-Teague @townsend-teague.bsky.social · 24/12/2024
I recently read Schönhauser Allee by Wladimir Kaminer. It's a bunch of funny little vignettes (modulo your definition of funny) of life in Berlin. Each one is 5 or so pages long, simple language, and there's no real plot to remember. I recommend it!
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Alex Townsend-Teague @townsend-teague.bsky.social · 16/12/2024
Localised statistics decoding? arxiv.org/abs/2406.18655
arxiv.org
Localized statistics decoding: A parallel decoding algorithm for quantum low-density parity-check codes
Quantum low-density parity-check codes are a promising candidate for fault-tolerant quantum computing with considerably reduced overhead compared to the surface code. However, the lack of a practical ...
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Alex Townsend-Teague @townsend-teague.bsky.social · 05/12/2024
News to me - this must be a rival to QCTiP in the similar but unrelated field of quanthm info?
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Reposted by Alex Townsend-Teague
qctip2025.bsky.social @qctip2025.bsky.social · 05/12/2024
Submissions for QCTiP 2025 are now open.
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Reposted by Alex Townsend-Teague
Joschka Roffe @qec.codes · 04/12/2024
Anyone want to collaborate on making a @typst.app template for @quantum-journal.org?
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Alex Townsend-Teague @townsend-teague.bsky.social · 04/12/2024
From "Introducing String Diagrams: The Art of Category Theory" - helluva book.
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Alex Townsend-Teague @townsend-teague.bsky.social · 04/12/2024
'We have already conducted the proofs for the shapes in the first row, using two pops for the doughnuts and two snaps for the hourglasses. For the ears, we combine a snap with a pop...'
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Alex Townsend-Teague @townsend-teague.bsky.social · 04/12/2024
Noice bit of whimsy from Hinze and Marsden: 'In addition to the ear, we meet two old acquaintances, the doughnut and the hourglass... and we get to know a new one, the “spiral.” All of them share the fate of the ears in that they collapse to the identity.'
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Alex Townsend-Teague @townsend-teague.bsky.social · 26/11/2024
Me neither! I'm just curious to know who else is on the team atm. Have added you to the list.
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Alex Townsend-Teague @townsend-teague.bsky.social · 24/11/2024
Link to list: bsky.app/profile/did:...
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Alex Townsend-Teague @townsend-teague.bsky.social · 24/11/2024
In any case, if you're reading this as a memory-systems-for-research user and want to be added, reply below!
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Alex Townsend-Teague @townsend-teague.bsky.social · 24/11/2024
...perhaps there's already such a list/starter pack and I couldn't find it, or an online community already hanging out somewhere?
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Alex Townsend-Teague @townsend-teague.bsky.social · 24/11/2024
For now I've just added a couple of friends from my research group who I hope won't mind being added. Feels impolite to add others against their will, but perhaps one of the GOATs @michaelnielsen.bsky.social or @andymatuschak.org would be interested in promoting this list (and being on it!). Or...
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Alex Townsend-Teague @townsend-teague.bsky.social · 24/11/2024
In the spirit of trying to use this thing properly, rather than just lurking like I did on TwiXer, a community I'd like to be more plugged into is people using memory systems for research (Anki, Mochi, etc, but for more than language learning or memorising capital cities). So I've made a list.
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Alex Townsend-Teague @townsend-teague.bsky.social · 21/11/2024
Alternatively: the ZX-calculus representation is the best way of depicting surface codes (arxiv.org/abs/2204.14038)
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