PennyLane
@PennyLaneAI
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PennyLane is an open-source software framework for QML, quantum chemistry, and quantum computing, with the ability to run on all hardware. Built by @XanaduAI.
Joined September 2019
Big thank you to both David Wierichs (@DWierichs) and Korbinian Kottmann for their work on this! 🙌. 🧵4/4.
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Check out Quantum Compilation, a central hub featuring overviews and detailed explanations of important compilation topics sourced from software and research papers. 👀👇. 🧵3/4.
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Efficiently compiling large algorithms for fault-tolerant hardware is crucial. However, identifying, understanding, and implementing relevant compilation techniques remains a challenge despite available information. 🧵2/4.
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What is quantum compilation and why is it beneficial? . Let us paint the picture! 🖌️. 🧵1/4
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Let us know which papers grabbed your attention in the comments! 👀.
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The sixth edition of the top quantum algorithms papers is here! 🌸. Specially chosen by Juan Miguel Arrazola (@ixfoduap), Danial Motlagh and the PennyLane team, read the key findings from important papers over the last three months. 🔗👇
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As shown previously, The PennyLane Guide to Hamiltonian Simulation will help you master this topic through educational resources, in-depth guides, and PennyLane Demos.👇.
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Can quantum computers be used to determine a Hamiltonian's eigenvalues? 🤔. Quantum Phase Estimation helps us figure out the energy levels of a Hamiltonian. Usually just for unitary Hamiltonians, Qubitization lets us expand its uses. 🔗👇
In an earlier post, we talked about what is Hamiltonian Simulation and why it’s important to quantum computing. 🔗👇. 🧵1/3
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RT @victorvalbert: Lots of good Lie group stuff in this post by @DWierichs, as it related to circuit compilation:
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Mentioned in our previous post, The PennyLane Guide to Fault-Tolerant Quantum Computing dives into how different quantum systems are being engineered for fault tolerance. 👇.
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Not all fault-tolerant quantum computers are built the same! 🔧⚛️. Trapped ions, neutral atoms, superconductors, photonics — researchers are all exploring different paths to the same goal. 🔗👇
Dial into the latest quantum computing advancements! 📇. Use our brand new PennyLane Guide to Fault-Tolerant Quantum Computing to navigate the latest advancements and get up to speed with the fundamentals of quantum device physics. 🔗👇
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While you’re there, check out our PennyLane Demos library with over 170 key research topics! 👇.
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Grow your matrix product states (MPS) in constant depth! 🌱🌳. This demo from our library demonstrates the power of mid-circuit measurements and dynamic quantum circuits for efficient state preparation beyond unitary circuits. 🔗👇
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RT @MvsCerezo: Since last year Xanadu has been working with us during our summer school!. I am extremely grateful for the Xanadu mentor's t….
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Big thanks to our collaborators David Wierichs (@DWierichs), Maxwell West, Roy T. Forestano (@royforestano), Marco Cerezo (@MvsCerezo) and Nathan Killoran! 🙌. 🧵3/3.
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Read how our continued partnership fuels research and adds new developments to the @PennyLaneAI compilation stack in our latest blog.👇. 🧵2/3.
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.@XanaduAI is happy to be back at Los Alamos National Laboratory (@LosAlamosNatLab)'s Quantum Computing Summer School (QCSS) with Maria Schuld and Torin Stetina this year. 🧵1/3
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The @PennyLaneAI Guide to Hamiltonian Simulation includes demos, learning articles, and documentation that show you how to master this technique using PennyLane open-source software.👇. 🧵3/3.
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One fundamental technique is the concept of block encoding, allowing the implementation of non-unitary operations in a quantum computer. 🧵2/3.
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In an earlier post, we talked about what is Hamiltonian Simulation and why it’s important to quantum computing. 🔗👇. 🧵1/3
Looking for a way to keep up to date with the constant developments on Hamiltonian Simulation? 📰. The PennyLane Guide to Hamiltonian Simulation has everything you need to fuel your research, all in one place. Don’t miss it! 🔗👇
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