Open science

Open is a verb.

We do not accept funding that requires publication vetoes, exclusive licenses, or closed calibration data.

Openness is not a page on a website. It is the license, the test suite, the calibration file, and the willingness to publish the run that failed. This is how we practise it.

  • Five public projects
  • Apache 2.0 / CC BY
  • Updated October 2026

01 / Principles

The minimum, not the marketing.

01

Publish the negative

Failed cooldowns, broken assumptions, and null results go in the record. They are often the most expensive thing we know.

02

Make it runnable

A release is not done until someone without our hardware can install it and run a meaningful test.

03

License for reuse

Software under Apache 2.0, data under CC0, teaching materials under CC BY. No non-commercial traps on public research.

04

Keep the receipts

Every result ships with the calibration state, firmware version, and analysis notebook that produced it.

02 / Projects

Tools we actually maintain.

All publications

Control stack

Kestrel

Our real-time control stack for superconducting qubits: pulse sequencing, FPGA firmware, calibration history, and experiment orchestration. Includes a simulated test rig that runs on a laptop.

Apache 2.0v2.0maintained by Mei-Lin Chen and Jonah Whitfield

Kestrel 2.0 release note

Decoder library

Lattice

Syndrome decoders for surface codes and sparse quantum LDPC codes, with reproducible noise models and a latency benchmark. The specification is published alongside the code.

Apache 2.0activemaintained by Ilya Marchetti

Decoder reproduction note

Control benchmark

QuBench

Twelve vendor-neutral tasks for comparing quantum control stacks on things users care about: calibration drift, recovery, readout, and documentation. Four laboratories contributed results.

CC BY 4.0v1.3steered by Mei-Lin Chen and Nadia Kowalski

Benchmark paper

Open data

Calibration Commons

A growing archive of full calibration states, cryostat logs, and failed cooldowns from Kestrel and two partner labs. Useful for anyone training a model on real hardware behaviour.

CC0continuously updatedcurated by Nadia Kowalski

How we handle data

Teaching materials

Quantum Classroom

Six lessons for ages 13–18 that begin with measurement and interference, not mysticism. Every worksheet, slide, and assessment item is free to adapt.

CC BY 4.0third editionled by Ellis Park

Classroom study results

03 / Reproduction

A reproduction that finds a problem is a gift.

In 2026 an independent group reproduced our surface-code decoder results. They confirmed the central scaling result and found a 14% latency discrepancy in a secondary claim. We published an erratum, released the missing specification, and added their test to our repository.

Reproduction reports are part of our publication record. We pay reviewers, we publish their reports, and we do not treat a failed replication as an attack.

14 reproduction reports published since 2023
2 errata issued, both linked from the original papers
100% of releases include a hardware-free test path
0 publication vetoes accepted in funding agreements

04 / Licensing

Take it. Build on it.

Software

Apache 2.0

Commercial use is allowed. Keep the patent grant and attribution. If you improve Kestrel, we would like to hear about it, but you are not required to send us anything.

Data

CC0

Calibration archives and benchmark datasets are dedicated to the public domain. No permission needed. We ask only that you do not misrepresent what the data measures.

Teaching

CC BY 4.0

Adapt our lessons for your classroom, your language, or your community group. Credit Ruqi Lab and tell us what worked, so the next teacher inherits a better version.

Use the work

If you build on this, tell us.

We track how our tools are used because it changes what we build next. Students, civic labs, and public agencies are especially welcome.