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Mario Herrero González

@marioherreroglez

Physicist doing a PhD in Quantum Machine Learning

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Latest posts by Mario Herrero González @marioherreroglez

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Turns out that the QCBM can be interpreted as a Fourier model. We give the dequantization conditions and unify the generative surrogate methods into one same framework. We also pinpoint the sources of discrepancy when training on classical and deploying on quantum. scirate.com/arxiv/2511.0...

04.11.2025 07:58 👍 5 🔁 0 💬 0 📌 0
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Characterizing quantum resourcefulness via group-Fourier decompositions In this work we present a general framework for studying the resourcefulness in pure states for quantum resource theories (QRTs) whose free operations arise from the unitary representation of a group....

🚨Excited to share our new paper "Characterizing quantum resourcefulness via group-Fourier decompositions" from last year's LANL Quantum Computing summer School📘 arxiv.org/abs/2506.19696 !

25.06.2025 14:17 👍 17 🔁 4 💬 1 📌 1
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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/PauliPropagation.jl

29.05.2025 09:24 👍 21 🔁 2 💬 1 📌 4
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Dynamics of disordered quantum systems with two- and three-dimensional tensor networks Quantum spin glasses form a good testbed for studying the performance of various quantum annealing and optimization algorithms. In this work we show how two- and three-dimensional tensor networks can ...

In a new preprint arxiv.org/abs/2503.05693, led by Joseph Tindall and Antonio Mello at Flatiron CCQ, we simulate annealing of disordered quantum magnets 🧲 ⌛ and in many cases find better accuracy than recent results from D-Wave devices and leading classical methods (c.f. arxiv.org/abs/2403.00910).

10.03.2025 14:38 👍 45 🔁 6 💬 3 📌 1
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Google's WIllow chip is a big leap towards usable quantum computing but its claim of beating a classical computer by a 'septillion years' is meaningless Not that you'd be adding one to your gaming PC, sadly. Or any PC, for that matter.

This is actually one of the most sober, balanced articles about Willow that I've seen so far. No breathless hype, no vitriolic hate. Nice job, PC Gamer.

www.pcgamer.com/hardware/goo...

10.12.2024 12:28 👍 15 🔁 4 💬 1 📌 1