No algorithm is purely quantum. Why program like they are? We're at work re-architecting @pennylaneai to JIT compile the full quantum-classical workflow with Catalyst, bringing richer ways to program quantum computers. Read our paper in @JOSS_OJ👇 joss.theoj.org/papers/10.2110…

What! The quantum state is evolving? 😲 Learn to control the Time Evolution of your qubits with our redesigned Hamiltonian Time Evolution PennyLane Codebook module. Explore this and more quantum exercises from our PL Codebook modules👇 pennylane.ai/codebook/?utm_…

Why should measuring outcomes be tricky? 📏 Use this brand-new PennyLane Codebook module on Distance Measures to see how well you did controlling your qubits. Find this module and many more quantum coding exercises directly on PennyLane👇 pennylane.ai/codebook/?utm_…

Have you registered for v0.38? 🗳️ In our latest demo, Austin Huang shows you how to use PennyLane’s new qml.registers feature, which lets you create registers of wires. Don’t miss it 👇 pennylane.ai/qml/demos/tuto…

Last week, Angrisani et al. showed that a classical simulation technique can efficiently estimate expectation values of many parametrized quantum circuits, on average across parameters. This week, we have a demo: pennylane.ai/qml/demos/tuto…

Time-ordered exponential? Anyone? 🛎️ No takers here! Korbinian Kottmann explains why we should abolish this method when dealing with time-dependent Hamiltonian evolution. Don’t do this at home 👇 pennylane.ai/blog/2024/09/t…