<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Hugo Loio | LIP6 - QI Team</title><link>https://qi.lip6.fr/people/hugo-loio/</link><atom:link href="https://qi.lip6.fr/people/hugo-loio/index.xml" rel="self" type="application/rss+xml"/><description>Hugo Loio</description><generator>Hugo Blox Builder (https://hugoblox.com)</generator><language>en-us</language><copyright>© 2022 LIP6 Quantum Information Team</copyright><lastBuildDate>Wed, 04 Feb 2026 00:00:00 +0000</lastBuildDate><image><url>https://qi.lip6.fr/media/icon_hudf2fdaa51677944daa4f50609104ef9a_13950_512x512_fill_lanczos_center_3.png</url><title>Hugo Loio</title><link>https://qi.lip6.fr/people/hugo-loio/</link></image><item><title>Hugo Loio - Quantum State Designs via Magic Teleportation</title><link>https://qi.lip6.fr/seminars/2026-02-04-hugo-loio/</link><pubDate>Wed, 04 Feb 2026 00:00:00 +0000</pubDate><guid>https://qi.lip6.fr/seminars/2026-02-04-hugo-loio/</guid><description>&lt;h2 id="quantum-state-designs-via-magic-teleportation">Quantum State Designs via Magic Teleportation&lt;/h2>
&lt;p>This seminar, given by Hugo Loio, will happend on 04 February 2026, at 13:0.
It will take place in Room 25-26 105.&lt;/p>
&lt;p>Find a map of the campus &lt;a href="https://sciences.sorbonne-universite.fr/vie-de-campus-sciences/accueil-vie-pratique/plan-du-campus" target="_blank" rel="noopener">here&lt;/a>.&lt;/p>
&lt;h2 id="abstract">Abstract&lt;/h2>
&lt;p>We investigate how non-stabilizer resources enable the emergence of quantum state designs within the projected ensemble. Starting from initial states with finite magic and applying resource-free Clifford circuits to scramble them, we analyze the ensemble generated by performing projective Pauli measurements on a subsystem of the final state. Using both analytical arguments and large-scale numerics, we show that the projected ensemble converges towards a state $k$-design with an error that decays exponentially with the $k$-th Stabilizer Rényi Entropy of the pre-measurement state, via a Magic-Induced Design Ansatz (MIDA) that we introduce. We identify a universal scaling form, valid across different classes of magic initial states, and corroborate it through numerical simulations and analytical calculations of the frame potential.  For finite-depth Clifford unitaries, we show that the timescales at which state designs emerge are controlled by the transport of magic. We identify a ``magic teleportation&amp;rsquo;&amp;rsquo; mechanism whereby non-Clifford resources injected locally spread through Clifford scrambling and measurements across distances beyond the lightcone. Our results demonstrate how a small and controlled amount of magic suffices to generate highly random states, providing a systematic route toward generating quantum state designs in early fault-tolerant devices.&lt;/p></description></item></channel></rss>