Riverlane
@riverlane.com
A team of #QuantumErrorCorrection (QEC) experts, helping quantum computers scale and tackle errors across qubit types 🧪
www.riverlane.com
www.riverlane.com
Pinned
Riverlane
@riverlane.com
· Nov 19
📣 The #QEC Report 2025 is live! 📣
The #QuantumErrorCorrection (QEC) landscape is moving fast. But we need to move faster.
Our new QEC Report 2025 unveils critical shifts that will define the future of quantum computing, including....
🧪🧵(1/5)
The #QuantumErrorCorrection (QEC) landscape is moving fast. But we need to move faster.
Our new QEC Report 2025 unveils critical shifts that will define the future of quantum computing, including....
🧪🧵(1/5)
🚀 Stop guessing, start optimising!
Improving #QEC performance can be like searching for a needle in a haystack, blindfolded! But what if you could ID your chip's performance bottlenecks?
Our OS Deltakit SDK does that with its NEW feature: Error budgeting in QEC! deltakit.riverlane.xn--com1-nf24c/4
Improving #QEC performance can be like searching for a needle in a haystack, blindfolded! But what if you could ID your chip's performance bottlenecks?
Our OS Deltakit SDK does that with its NEW feature: Error budgeting in QEC! deltakit.riverlane.xn--com1-nf24c/4
February 11, 2026 at 10:48 AM
🚀 Stop guessing, start optimising!
Improving #QEC performance can be like searching for a needle in a haystack, blindfolded! But what if you could ID your chip's performance bottlenecks?
Our OS Deltakit SDK does that with its NEW feature: Error budgeting in QEC! deltakit.riverlane.xn--com1-nf24c/4
Improving #QEC performance can be like searching for a needle in a haystack, blindfolded! But what if you could ID your chip's performance bottlenecks?
Our OS Deltakit SDK does that with its NEW feature: Error budgeting in QEC! deltakit.riverlane.xn--com1-nf24c/4
🎉 It's publication day! 🎉
Congrats to the team for a new @prxquantum.bsky.social paper where their 'ghost protocol' speeds up QEC cycle speeds 10x for AMO qubits 👻
journals.aps.org/prxquantum/a...
👏 Mark Turner, @quantumearl.bsky.social, Ophelia Crawford, Neil Gillespie, and Joan Camps
Congrats to the team for a new @prxquantum.bsky.social paper where their 'ghost protocol' speeds up QEC cycle speeds 10x for AMO qubits 👻
journals.aps.org/prxquantum/a...
👏 Mark Turner, @quantumearl.bsky.social, Ophelia Crawford, Neil Gillespie, and Joan Camps
January 30, 2026 at 8:44 AM
🎉 It's publication day! 🎉
Congrats to the team for a new @prxquantum.bsky.social paper where their 'ghost protocol' speeds up QEC cycle speeds 10x for AMO qubits 👻
journals.aps.org/prxquantum/a...
👏 Mark Turner, @quantumearl.bsky.social, Ophelia Crawford, Neil Gillespie, and Joan Camps
Congrats to the team for a new @prxquantum.bsky.social paper where their 'ghost protocol' speeds up QEC cycle speeds 10x for AMO qubits 👻
journals.aps.org/prxquantum/a...
👏 Mark Turner, @quantumearl.bsky.social, Ophelia Crawford, Neil Gillespie, and Joan Camps
Thinking about a career in #quantumcomputing but don't have a #quantum #physics degree? 🤔 You might be surprised!
Our head of talent, Emily, shares crucial insights in her latest post, debunking common myths and offering practical advice for anyone looking to enter this exciting field...
🧪🧵1/5
Our head of talent, Emily, shares crucial insights in her latest post, debunking common myths and offering practical advice for anyone looking to enter this exciting field...
🧪🧵1/5
January 27, 2026 at 9:13 AM
Thinking about a career in #quantumcomputing but don't have a #quantum #physics degree? 🤔 You might be surprised!
Our head of talent, Emily, shares crucial insights in her latest post, debunking common myths and offering practical advice for anyone looking to enter this exciting field...
🧪🧵1/5
Our head of talent, Emily, shares crucial insights in her latest post, debunking common myths and offering practical advice for anyone looking to enter this exciting field...
🧪🧵1/5
Turns out, the biggest bottleneck in #quantum isn't the hardware, it's you – the talent! 🤯
Recent US House hearings echoed our QEC Report 2025: only a few hundred folks worldwide currently have the skills to genuinely advance #QuantumErrorCorrection
👉 thequantuminsider.com/2026/01/23/e...
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Recent US House hearings echoed our QEC Report 2025: only a few hundred folks worldwide currently have the skills to genuinely advance #QuantumErrorCorrection
👉 thequantuminsider.com/2026/01/23/e...
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Experts Tell U.S. Lawmakers Quantum’s Next Bottleneck Isn’t Hardware — It’s People
U.S. government officials warned at a House Science Committee hearing that workforce shortages in quantum information science.
thequantuminsider.com
January 26, 2026 at 10:49 AM
Turns out, the biggest bottleneck in #quantum isn't the hardware, it's you – the talent! 🤯
Recent US House hearings echoed our QEC Report 2025: only a few hundred folks worldwide currently have the skills to genuinely advance #QuantumErrorCorrection
👉 thequantuminsider.com/2026/01/23/e...
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Recent US House hearings echoed our QEC Report 2025: only a few hundred folks worldwide currently have the skills to genuinely advance #QuantumErrorCorrection
👉 thequantuminsider.com/2026/01/23/e...
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🔮What will 2026 hold for #QuantumErrorCorrection? And why was 2025 such a big year in #quantum?
👀Read all about it in our EOY round-up: www.riverlane.com/blog/quantum...
👀Read all about it in our EOY round-up: www.riverlane.com/blog/quantum...
December 22, 2025 at 1:39 PM
🔮What will 2026 hold for #QuantumErrorCorrection? And why was 2025 such a big year in #quantum?
👀Read all about it in our EOY round-up: www.riverlane.com/blog/quantum...
👀Read all about it in our EOY round-up: www.riverlane.com/blog/quantum...
🧪🎉 Congrats to the team for their new Nature Comms paper on our Local Clustering Decoder (LCD)!
Until now, decoders have faced a hard trade-off:
⚡ fast but inaccurate
🎯 accurate but too slow
📈 or unable to scale
With LCD, they show this trade-off can be broken 💪
www.nature.com/articles/s41...
Until now, decoders have faced a hard trade-off:
⚡ fast but inaccurate
🎯 accurate but too slow
📈 or unable to scale
With LCD, they show this trade-off can be broken 💪
www.nature.com/articles/s41...
Local clustering decoder as a fast and adaptive hardware decoder for the surface code - Nature Communications
A key component of quantum error correction is the decoding algorithm, which needs to be accurate but also with a computational overhead that doesn’t lead to backlogs and allows fast logical clock rat...
www.nature.com
December 17, 2025 at 10:57 AM
🧪🎉 Congrats to the team for their new Nature Comms paper on our Local Clustering Decoder (LCD)!
Until now, decoders have faced a hard trade-off:
⚡ fast but inaccurate
🎯 accurate but too slow
📈 or unable to scale
With LCD, they show this trade-off can be broken 💪
www.nature.com/articles/s41...
Until now, decoders have faced a hard trade-off:
⚡ fast but inaccurate
🎯 accurate but too slow
📈 or unable to scale
With LCD, they show this trade-off can be broken 💪
www.nature.com/articles/s41...
🔍 What if we said you could build a fault-tolerant #quantum computer with just 1,000 physical qubits? 🤔
It's not a trick question... it just requires a rethink on how we approach building #QuantumComputers – starting small with ‘the first FTQCs’ + scaling fast
www.riverlane.com/first-ftqc-w...
It's not a trick question... it just requires a rethink on how we approach building #QuantumComputers – starting small with ‘the first FTQCs’ + scaling fast
www.riverlane.com/first-ftqc-w...
December 15, 2025 at 12:18 PM
🔍 What if we said you could build a fault-tolerant #quantum computer with just 1,000 physical qubits? 🤔
It's not a trick question... it just requires a rethink on how we approach building #QuantumComputers – starting small with ‘the first FTQCs’ + scaling fast
www.riverlane.com/first-ftqc-w...
It's not a trick question... it just requires a rethink on how we approach building #QuantumComputers – starting small with ‘the first FTQCs’ + scaling fast
www.riverlane.com/first-ftqc-w...
🌟 Exciting news! We're thrilled @bterhal.bsky.social is Riverlane's newest Fellow with @quantumearl.bsky.social + @danbrowne.bsky.social 🎉
Under Barbara's leadership, the Delft hub will focus on integrating #AI and #ML into real-time #QEC 🚀
www.riverlane.com/press-releas...
The best part...
Under Barbara's leadership, the Delft hub will focus on integrating #AI and #ML into real-time #QEC 🚀
www.riverlane.com/press-releas...
The best part...
December 11, 2025 at 1:04 PM
🌟 Exciting news! We're thrilled @bterhal.bsky.social is Riverlane's newest Fellow with @quantumearl.bsky.social + @danbrowne.bsky.social 🎉
Under Barbara's leadership, the Delft hub will focus on integrating #AI and #ML into real-time #QEC 🚀
www.riverlane.com/press-releas...
The best part...
Under Barbara's leadership, the Delft hub will focus on integrating #AI and #ML into real-time #QEC 🚀
www.riverlane.com/press-releas...
The best part...
🎂 It's hard to believe that it's been a year since #Google unveiled its Willow chip. This pivotal moment demonstrated that #QuantumErrorCorrection (QEC) works in practice, but...
🌊 Did you know that this demo unleashed a new wave of hardware demos in 2025 across all major qubit types?
🧵🧪1/4
🌊 Did you know that this demo unleashed a new wave of hardware demos in 2025 across all major qubit types?
🧵🧪1/4
December 8, 2025 at 8:30 AM
🎂 It's hard to believe that it's been a year since #Google unveiled its Willow chip. This pivotal moment demonstrated that #QuantumErrorCorrection (QEC) works in practice, but...
🌊 Did you know that this demo unleashed a new wave of hardware demos in 2025 across all major qubit types?
🧵🧪1/4
🌊 Did you know that this demo unleashed a new wave of hardware demos in 2025 across all major qubit types?
🧵🧪1/4
👏 to our #quantum scientist Stasiu Wolanski for a new arXiv paper on Automated Compilation Including Dropouts (ACID), enabling defect-aware #QEC for **all** stabiliser codes:
arxiv.org/abs/2512.01943
🧪🧵1/5
arxiv.org/abs/2512.01943
🧪🧵1/5
Automated Compilation Including Dropouts: Tolerating Defective Components in Stabiliser Codes
Utility-scale solid-state quantum devices will need to fabricate quantum devices at scale using imperfect processes. By introducing tolerance to fabrication defects into the design of the quantum devi...
arxiv.org
December 2, 2025 at 9:40 AM
👏 to our #quantum scientist Stasiu Wolanski for a new arXiv paper on Automated Compilation Including Dropouts (ACID), enabling defect-aware #QEC for **all** stabiliser codes:
arxiv.org/abs/2512.01943
🧪🧵1/5
arxiv.org/abs/2512.01943
🧪🧵1/5
🔍 What do quantum experts really think about #QuantumErrorCorrection (QEC)?
And which expert made this enlightening remark: “The thing that physicists don’t talk about, because we’re physicists, is the cost. That’s the one metric that rules them all.”*
www.riverlane.com/blog/what-do... 🧪
And which expert made this enlightening remark: “The thing that physicists don’t talk about, because we’re physicists, is the cost. That’s the one metric that rules them all.”*
www.riverlane.com/blog/what-do... 🧪
November 26, 2025 at 8:22 AM
🔍 What do quantum experts really think about #QuantumErrorCorrection (QEC)?
And which expert made this enlightening remark: “The thing that physicists don’t talk about, because we’re physicists, is the cost. That’s the one metric that rules them all.”*
www.riverlane.com/blog/what-do... 🧪
And which expert made this enlightening remark: “The thing that physicists don’t talk about, because we’re physicists, is the cost. That’s the one metric that rules them all.”*
www.riverlane.com/blog/what-do... 🧪
We said that things were moving fast in #QEC in The #QuantumErrorCorrection Report 2025 and that progress was happening from every angle.
So, thanks to @dabacon.tachyon.institute for feeding back on the report (www.riverlane.com/quantum-erro...) and pointing out that...
So, thanks to @dabacon.tachyon.institute for feeding back on the report (www.riverlane.com/quantum-erro...) and pointing out that...
November 24, 2025 at 9:01 AM
We said that things were moving fast in #QEC in The #QuantumErrorCorrection Report 2025 and that progress was happening from every angle.
So, thanks to @dabacon.tachyon.institute for feeding back on the report (www.riverlane.com/quantum-erro...) and pointing out that...
So, thanks to @dabacon.tachyon.institute for feeding back on the report (www.riverlane.com/quantum-erro...) and pointing out that...
🎙️ "Riverlane can always be counted on to have some really good information about Quantum Error Correction, because that's their business." 🎙️
Tune in @robertsutor.com's podcast for a great explainer on #QEC👇
🔗 And access The QEC Report 2025 for free here: www.riverlane.com/quantum-erro...
Tune in @robertsutor.com's podcast for a great explainer on #QEC👇
🔗 And access The QEC Report 2025 for free here: www.riverlane.com/quantum-erro...
November 21, 2025 at 8:34 AM
🎙️ "Riverlane can always be counted on to have some really good information about Quantum Error Correction, because that's their business." 🎙️
Tune in @robertsutor.com's podcast for a great explainer on #QEC👇
🔗 And access The QEC Report 2025 for free here: www.riverlane.com/quantum-erro...
Tune in @robertsutor.com's podcast for a great explainer on #QEC👇
🔗 And access The QEC Report 2025 for free here: www.riverlane.com/quantum-erro...
🎙️ @robertsutor.com is a leading authority on all things #quantum (and one of the experts interviewed for our #QEC Report 2025, published yesterday!)
Check out his podcast 👇🧪
Check out his podcast 👇🧪
November 20, 2025 at 7:03 PM
🎙️ @robertsutor.com is a leading authority on all things #quantum (and one of the experts interviewed for our #QEC Report 2025, published yesterday!)
Check out his podcast 👇🧪
Check out his podcast 👇🧪
📣 The #QEC Report 2025 is live! 📣
The #QuantumErrorCorrection (QEC) landscape is moving fast. But we need to move faster.
Our new QEC Report 2025 unveils critical shifts that will define the future of quantum computing, including....
🧪🧵(1/5)
The #QuantumErrorCorrection (QEC) landscape is moving fast. But we need to move faster.
Our new QEC Report 2025 unveils critical shifts that will define the future of quantum computing, including....
🧪🧵(1/5)
November 19, 2025 at 9:37 AM
📣 The #QEC Report 2025 is live! 📣
The #QuantumErrorCorrection (QEC) landscape is moving fast. But we need to move faster.
Our new QEC Report 2025 unveils critical shifts that will define the future of quantum computing, including....
🧪🧵(1/5)
The #QuantumErrorCorrection (QEC) landscape is moving fast. But we need to move faster.
Our new QEC Report 2025 unveils critical shifts that will define the future of quantum computing, including....
🧪🧵(1/5)
📣 “We want to accelerate every company on the journey to fault tolerance," said our head of #QEC enablement @abrahamasfaw.bsky.social in a recent article - but how?
Well, there's our Deltakit platform, which lets researchers simulate QEC and test different approaches rapidly. Or...
Well, there's our Deltakit platform, which lets researchers simulate QEC and test different approaches rapidly. Or...
November 18, 2025 at 2:38 PM
📣 “We want to accelerate every company on the journey to fault tolerance," said our head of #QEC enablement @abrahamasfaw.bsky.social in a recent article - but how?
Well, there's our Deltakit platform, which lets researchers simulate QEC and test different approaches rapidly. Or...
Well, there's our Deltakit platform, which lets researchers simulate QEC and test different approaches rapidly. Or...
🤔 Think #QEC is just a technical necessity? Think again.
The QEC Report 2025 reveals that 28% of major #quantum companies now view QEC as a strategic differentiator – double 2024's number! 🤯
www.riverlane.com/quantum-erro...
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The QEC Report 2025 reveals that 28% of major #quantum companies now view QEC as a strategic differentiator – double 2024's number! 🤯
www.riverlane.com/quantum-erro...
🧪🧵1/3
November 17, 2025 at 9:53 AM
🤔 Think #QEC is just a technical necessity? Think again.
The QEC Report 2025 reveals that 28% of major #quantum companies now view QEC as a strategic differentiator – double 2024's number! 🤯
www.riverlane.com/quantum-erro...
🧪🧵1/3
The QEC Report 2025 reveals that 28% of major #quantum companies now view QEC as a strategic differentiator – double 2024's number! 🤯
www.riverlane.com/quantum-erro...
🧪🧵1/3
What do the world’s leading #quantum experts really think about #QEC?
🏃♂️ According to Nobel Laureate John Martinis, the industry needs to ‘move faster’.
👉 How? Sign up for early access to The QEC Report 2025 to find out first: www.riverlane.com/quantum-erro...
🏃♂️ According to Nobel Laureate John Martinis, the industry needs to ‘move faster’.
👉 How? Sign up for early access to The QEC Report 2025 to find out first: www.riverlane.com/quantum-erro...
November 11, 2025 at 9:15 AM
What do the world’s leading #quantum experts really think about #QEC?
🏃♂️ According to Nobel Laureate John Martinis, the industry needs to ‘move faster’.
👉 How? Sign up for early access to The QEC Report 2025 to find out first: www.riverlane.com/quantum-erro...
🏃♂️ According to Nobel Laureate John Martinis, the industry needs to ‘move faster’.
👉 How? Sign up for early access to The QEC Report 2025 to find out first: www.riverlane.com/quantum-erro...
🌟 Join us today at NQTS at stand #56 to explore how we’re revolutionising quantum error correction (QEC), the critical technology unlocking the power of quantum computers. 🌟
#QuantumShowcase25 | #IYQ2025
#QuantumShowcase25 | #IYQ2025
November 7, 2025 at 8:28 AM
🌟 Join us today at NQTS at stand #56 to explore how we’re revolutionising quantum error correction (QEC), the critical technology unlocking the power of quantum computers. 🌟
#QuantumShowcase25 | #IYQ2025
#QuantumShowcase25 | #IYQ2025
🚀 Last year, the #Quantum Error Correction Era landed.
Now, the QEC era is not just here; it is fundamentally reshaping the quantum landscape.
How? Find out first in the Riverlane #QEC Report 2025, landing soon!
👉 www.riverlane.com/quantum-erro...
Now, the QEC era is not just here; it is fundamentally reshaping the quantum landscape.
How? Find out first in the Riverlane #QEC Report 2025, landing soon!
👉 www.riverlane.com/quantum-erro...
November 4, 2025 at 12:01 PM
🚀 Last year, the #Quantum Error Correction Era landed.
Now, the QEC era is not just here; it is fundamentally reshaping the quantum landscape.
How? Find out first in the Riverlane #QEC Report 2025, landing soon!
👉 www.riverlane.com/quantum-erro...
Now, the QEC era is not just here; it is fundamentally reshaping the quantum landscape.
How? Find out first in the Riverlane #QEC Report 2025, landing soon!
👉 www.riverlane.com/quantum-erro...
#Quantum on the edge of glory? 🎤
@philipcball.bsky.social's detailed article gives insights from Riverlane, @preskill.bsky.social, Jay Gambetta, Michael Cuthbert, Jerry Chow, Richard Murray, @quantumashley.bsky.social on the challenges:
physicsworld.com/a/quantum-co... @physicsworld.bsky.social
@philipcball.bsky.social's detailed article gives insights from Riverlane, @preskill.bsky.social, Jay Gambetta, Michael Cuthbert, Jerry Chow, Richard Murray, @quantumashley.bsky.social on the challenges:
physicsworld.com/a/quantum-co... @physicsworld.bsky.social
Quantum computing on the verge: correcting errors, developing algorithms and building up the user base – Physics World
Philip Ball dives into the challenges in developing quantum computing, and building up investments and users for the tech
physicsworld.com
November 3, 2025 at 12:56 PM
#Quantum on the edge of glory? 🎤
@philipcball.bsky.social's detailed article gives insights from Riverlane, @preskill.bsky.social, Jay Gambetta, Michael Cuthbert, Jerry Chow, Richard Murray, @quantumashley.bsky.social on the challenges:
physicsworld.com/a/quantum-co... @physicsworld.bsky.social
@philipcball.bsky.social's detailed article gives insights from Riverlane, @preskill.bsky.social, Jay Gambetta, Michael Cuthbert, Jerry Chow, Richard Murray, @quantumashley.bsky.social on the challenges:
physicsworld.com/a/quantum-co... @physicsworld.bsky.social
🌟 Exciting News! 🌟
We're thrilled to be semi-finalists in the #XPRIZEQuantumApplications! 🎉 A huge congrats to our dedicated team at Riverlane, whose innovative proposal focuses on how #quantumcomputers can improve molecular and materials simulations 🧪
🧵1/3 @xprize.org
We're thrilled to be semi-finalists in the #XPRIZEQuantumApplications! 🎉 A huge congrats to our dedicated team at Riverlane, whose innovative proposal focuses on how #quantumcomputers can improve molecular and materials simulations 🧪
🧵1/3 @xprize.org
October 17, 2025 at 4:06 PM
🌟 Exciting News! 🌟
We're thrilled to be semi-finalists in the #XPRIZEQuantumApplications! 🎉 A huge congrats to our dedicated team at Riverlane, whose innovative proposal focuses on how #quantumcomputers can improve molecular and materials simulations 🧪
🧵1/3 @xprize.org
We're thrilled to be semi-finalists in the #XPRIZEQuantumApplications! 🎉 A huge congrats to our dedicated team at Riverlane, whose innovative proposal focuses on how #quantumcomputers can improve molecular and materials simulations 🧪
🧵1/3 @xprize.org
Reposted by Riverlane
In a new paper today with @aleksei-quantum.bsky.social and @abaysmidt.bsky.social, we demonstrate a practical numerical approach to provide tight bounds on Trotter error.
scirate.com/arxiv/2510.1...
scirate.com/arxiv/2510.1...
A Monte Carlo approach to bound Trotter error
Trotter product formulas are a natural and powerful approach to perform quantum simulation. However, the error analysis of product formulas is challenging, and their cost is often overestimated. It is...
scirate.com
October 14, 2025 at 8:39 AM
In a new paper today with @aleksei-quantum.bsky.social and @abaysmidt.bsky.social, we demonstrate a practical numerical approach to provide tight bounds on Trotter error.
scirate.com/arxiv/2510.1...
scirate.com/arxiv/2510.1...
Got 10 mins to spare?
👀 ⏲️ There's still a week to fill in @unitary.foundation's Quantum Open Source Software Survey 2025! 👇 #quantum 🧪
👀 ⏲️ There's still a week to fill in @unitary.foundation's Quantum Open Source Software Survey 2025! 👇 #quantum 🧪
🚀 The 𝗤𝘂𝗮𝗻𝘁𝘂𝗺 𝗢𝗽𝗲𝗻 𝗦𝗼𝘂𝗿𝗰𝗲 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗦𝘂𝗿𝘃𝗲𝘆 𝟮𝟬𝟮𝟱 is live! Share your voice on tools, research & the future of quantum tech. Takes ~10 min, open 𝘂𝗻𝘁𝗶𝗹 𝗢𝗰𝘁 𝟯. Results will be shared with the community. 👉 buff.ly/KpAHPO2
September 26, 2025 at 12:48 PM
Got 10 mins to spare?
👀 ⏲️ There's still a week to fill in @unitary.foundation's Quantum Open Source Software Survey 2025! 👇 #quantum 🧪
👀 ⏲️ There's still a week to fill in @unitary.foundation's Quantum Open Source Software Survey 2025! 👇 #quantum 🧪
👏Congrats to Setiawan & @universal-soup.bsky.social for their npj quantum info paper proposing the🥇dynamical code tailored to noise biased towards phase error, noise which is common to most #quantumcomputing platforms
🔗https://www.nature.com/articles/s41534-025-01074-1 @natureportfolio.nature.com
🔗https://www.nature.com/articles/s41534-025-01074-1 @natureportfolio.nature.com
Tailoring dynamical codes for biased noise: the X3Z3 Floquet code - npj Quantum Information
npj Quantum Information - Tailoring dynamical codes for biased noise: the X3Z3 Floquet code
www.nature.com
September 22, 2025 at 2:47 PM
👏Congrats to Setiawan & @universal-soup.bsky.social for their npj quantum info paper proposing the🥇dynamical code tailored to noise biased towards phase error, noise which is common to most #quantumcomputing platforms
🔗https://www.nature.com/articles/s41534-025-01074-1 @natureportfolio.nature.com
🔗https://www.nature.com/articles/s41534-025-01074-1 @natureportfolio.nature.com