Joined January 2020
64 Photos and videos
Manuel Rudolph retweeted
Extremely proud to see our paper "Quantum Convolutional Neural Networks are Effectively Classically Simulable" published in @PRX_Quantum journals.aps.org/prxquantum/… This is an instantiation of our work, provable absence of barren plateaus implies classical simulability.
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Manuel Rudolph retweeted
I am so, so happy to see this article published as a perspective in Nature Communications: nature.com/articles/s41467-0… More than the paper itself, I thoroughly enjoyed chatting with all my co-authors on the implications of the absence of BPs ~ classical simulability connection

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Manuel Rudolph retweeted
Welcoming summer the best way we know how: with pasta, physics, and a phenomenal team 🍝⚛️ A warm #Google #Quantum #AI welcome to Manuel Rudolph, who’s joining us this summer! 🎉 We’re thrilled to have his sharp mind and curious spirit with us Thx Nikita team for organizing
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Manuel Rudolph retweeted
Had some great time welcoming our student researcher @QuantumManuel at @GoogleQuantumAI . He will be designing our new beyond-classical applications!
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❗New paper and open-source library❗ PauliPropagation.jl is your go-to library for simulating quantum circuits via Pauli propagation. Our paper provides a thorough overview of this new classical simulation method. Paper: scirate.com/arxiv/2505.21606 Library: github.com/MSRudolph/PauliPr…
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Pauli propagation is naturally interfaced with both quantum computers and other classical simulation methods - the perfect team player! I love improving classical algorithms for simulating quantum computations, and I believe performant classical methods are good for everyone.
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This paper was meant to go live yesterday (still love you arXiv), but who doesn't scroll social media on a holiday 💁 Thanks to my amazing group and co-authors @TysonRayJones, Yanting Teng, @acl_angrisani, and @qZoeHolmes!
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🚀UnitaryHACK 2025 has begun - and we are part of it! If you are registered, earn real money by closing GitHub issues in our new library PauliPropagation.jl (github.com/MSRudolph/PauliPr…). We were supposed to have a "compact" paper out today, but the arXiv gods were not with us.
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Here the general link to UnitaryHACK: unitaryhack.dev/ Here the link to our project page: unitaryhack.dev/projects/pau… And keep your eyes peeled for tomorrow 👁️👁️
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Manuel Rudolph retweeted
13 Feb 2025
New paper on arxiv 🔥We present a unifying characterization of “patches” in BP landscapes with substantial gradients for a broad family of circuits including physically motivated ansatz that could not be analyzed before ! scirate.com/arxiv/2502.07889
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Manuel Rudolph retweeted
8 Feb 2025
It should be considered disrespectful to waste everyone's time by giving a talk that is super difficult to follow and basically unintelligible to anyone in the room who doesn't work on the exact topic being discussed. There is a perverse incentive to deliver unintelligible talks because the audience just assumes the speaker is too smart to deliver the talk in any other way and often believes they themselves aren't smart enough to follow. Moreover, this format shields the speaker from having to answer any thoughtful questions at the end of their talk because only those who already understood everything could follow along. Over the last three years, I've probably attended over 100 hep-th talks, and this is a chronic issue. Everyone in the room has the intellectual capacity and background to understand what the speaker is saying if only the speaker would actually deliver their talk at an appropriate level.
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Manuel Rudolph retweeted
Just released two papers on classical simulation of quantum circuits with arbitrary local noise! Huge thanks to my collaborators Victor Martinez, @QuAntonioMele, @QuantumManuel, Ekaterina Pankovets, Omar Fawzi, @MvsCerezo, @dsfranca & @qZoeHolmes! 🧵👇
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Manuel Rudolph retweeted
Another amazing paper from our Summer School student @QuAntonioMele (is that 3 papers already form the school?!), and from our collaboration with the power house that are @acl_angrisani and @QuantumManuel from @qZoeHolmes 's incredible group. arxiv.org/abs/2501.13101
Just released two papers on classical simulation of quantum circuits with arbitrary local noise! Huge thanks to my collaborators Victor Martinez, @QuAntonioMele, @QuantumManuel, Ekaterina Pankovets, Omar Fawzi, @MvsCerezo, @dsfranca & @qZoeHolmes! 🧵👇
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Manuel Rudolph retweeted
10 Jan 2025
Submit to our special issue of IOP QS&T! We’re broadly after: 🔎 Careful non-hyped analyses on the state of Variational Quantum Computing (benchmarks, resource analyses etc) & ☀️ Big new (maybe half-baked!) ideas about how to combine quantum and variational components
🖊️ @qZoeHolmes and I are guest-editing a focus issue for @QuantSciTech journal. We want - (Wacky) new ideas for variational algorithms - Honest benchmarks, if you show it don't work, we want it (be thorough) - Studies on classical simulability - Power of data in QML And more!
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Manuel Rudolph retweeted
Just a friendly reminder that applications to our summer school are open until January 19th 2025!! Apply here if you haven't: lanl-summer-school-programs.… Or please complete your application by the 19th

ALT Do It Now Lets Go GIF by Zypto

🚨Applications for LANL's 2025 Quantum Computing Summer School are open! Please apply here 👇 lanl-summer-school-programs.… Reposts appreciated!
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Manuel Rudolph retweeted
🚨Applications for LANL's 2025 Quantum Computing Summer School are open! Please apply here 👇 lanl-summer-school-programs.… Reposts appreciated!

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Manuel Rudolph retweeted
In the spirit of friendly academic shit posting... (Or because we lack imagination?) We used another IBM experiment to benchmark our small-angle Pauli propagation alg. This time: arXiv:2404.08053 @QuantumManuel's plot below is for TFI on 127 qubits in a heavy hex topology
Replying to @q_pvricard
Finally, we show some numerical simulations that indicate that both the time complexity and the error guaranteed by the analytical bounds can be outperformed. We demonstrate a quick and accurate simulation of a 127-qubit system that modern quantum computers have issues with.
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