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Keep up with the newest PennyLane features and events, while learning the latest and greatest in quantum programming from quantum coding experts.

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Collaborating with top researchers: How Yale's Quantum Institute created new PennyLane features to fuel their research

June 09, 2025
Category:Announcements|Authors:
Isaac De Vlugt

Isaac De Vlugt

Dantong Li

Dantong Li

Breakthrough research and collaboration drives PennyLane development. In this blog post, read how researchers at Yale's Quantum Institute collaborated with the PennyLane team to bring their latest research results to users of PennyLane.

Collaborating with top researchers: How Yale's Quantum Institute created new PennyLane features to fuel their research

Quantum Compilation wiki: A modern overview on the unsung hero of quantum computing

April 15, 2025
Category:Announcements|Authors:
Korbinian Kottmann

Korbinian Kottmann

Josh Izaac

Josh Izaac

Lorraine Young

Lorraine Young

The Quantum Compilation wiki includes overviews and implementations of key compilation techniques for reducing the size of your circuits to run them on next-generation quantum computing hardware.

Quantum Compilation wiki: A modern overview on the unsung hero of quantum computing

PennyLane v0.41 and Catalyst v0.11 released

April 15, 2025
Category:Releases|Authors:
Anton Naim Ibrahim

Anton Naim Ibrahim

Isaac De Vlugt

Isaac De Vlugt

Diego Guala

Diego Guala

Josh Izaac

Josh Izaac

PennyLane v0.41 and Catalyst v0.11 are out, with features including resource-efficient decompositions, Qualtran integration, end-to-end sparse execution, QROM state prep, dynamical Lie algebras, structured and dynamic programs with better Catalyst integration and more!

PennyLane v0.41 and Catalyst v0.11 released

Top quantum algorithms papers — Winter 2025 edition

March 21, 2025
Category:Algorithms|Authors:
Juan Miguel Arrazola

Juan Miguel Arrazola

Danial Motlagh

Danial Motlagh

We've selected our favourite papers from the first quarter of 2025. Read our takeaways from the top quantum algorithms papers that we admire and that have been influential to our research.

Top quantum algorithms papers — Winter 2025 edition

Material discovery reborn: Applications of quantum computing in quantum dynamics

February 03, 2025
Category:Quantum Chemistry|Authors:
Danial Motlagh

Danial Motlagh

Learn how quantum computing can revolutionize material discovery by enabling simulations of quantum dynamics. This blog post explores a novel quantum algorithm for vibronic dynamics with a case study on designing more efficient solar cells based on singlet fission.

Material discovery reborn: Applications of quantum computing in quantum dynamics
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PennyLane

PennyLane is an open-source software framework for quantum machine learning, quantum chemistry, and quantum computing, with the ability to run on all hardware. Built with ❤️ by Xanadu.

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