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docs/blog/posts/2025/the-noise-strikes-back.md

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@@ -86,7 +86,7 @@ It is often most convenient to study an example in order to learn how to use a s
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To this end, we included a tutorial that shows how to annotate a GHZ preparation circuit using the different
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heuristic noise models.
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We'll discuss some underlying concepts and highlight interesting parts of the tutorial in this section.
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If you want all the details, please find [the full example here](../../../digital/examples/interop/noisy_ghz.py).
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If you want all the details, please find [the full example here](https://bloqade.quera.com/latest/digital/examples/interop/noisy_ghz/).
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### Flow chart
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### GHZ data
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Now, let's look at some results of [the example](../../../../../digital/examples/interop/noisy_ghz/) that compares the different
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Now, let's look at some results of [the example](https://bloqade.quera.com/latest/digital/examples/interop/noisy_ghz/) that compares the different
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noise processes.
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The different noise models lead to overall different infidelities of the circuit:
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## Learn more
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The future for Gemini is bright! Apart from demonstrating [logical magic state distillation](https://arxiv.org/abs/2412.15165), Gemini-class QPUs also form the foundation of QuEra's participation in the [Quantum for Bio](https://www.quera.com/press-releases/two-projects-powered-by-quera-computing-contributions-move-to-phase-three-of-wellcome-leaps-quantum-for-bio-challenge-focused-on-healthcare-and-biology-applications) program. QuEra will serve as the hardware provider for 2 of 6 of the teams that have advanced to the final phase of the challenge. With an eye towards general availability of Gemini-class devices, there's no better time for quantum developers to begin crafting circuits that are well-suited for Gemini. The [documentation for Bloqade-circuit](../../../digital/) as well as our [tutorial guides](../../../digital/examples/) are a great place to start.
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The future for Gemini is bright! Apart from demonstrating [logical magic state distillation](https://arxiv.org/abs/2412.15165), Gemini-class QPUs also form the foundation of QuEra's participation in the [Quantum for Bio](https://www.quera.com/press-releases/two-projects-powered-by-quera-computing-contributions-move-to-phase-three-of-wellcome-leaps-quantum-for-bio-challenge-focused-on-healthcare-and-biology-applications) program. QuEra will serve as the hardware provider for 2 of 6 of the teams that have advanced to the final phase of the challenge. With an eye towards general availability of Gemini-class devices, there's no better time for quantum developers to begin crafting circuits that are well-suited for Gemini. The [documentation for Bloqade-circuit](https://bloqade.quera.com/latest/digital/) as well as our [tutorial guides](https://bloqade.quera.com/latest/digital/examples/) are a great place to start.

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