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Quantinuum ran a five-day InQuanto Summer School for 30 researchers at Newnham College, Cambridge, in September 2026. The National Quantum Computing Centre (NQCC) supported it. The company’s recap, published October 1, 2026, says the aim was to bring computational chemists and quantum-computing researchers onto common ground. Everything below comes from that recap, which Quantinuum wrote itself. It is not an independent evaluation.
What the programme was
The recap, “From Theory to Practice: Quantinuum’s First InQuanto Summer School,” was written by Duncan Gowland, Senior Advanced R&D Scientist at Quantinuum. It describes an intensive course that mixed lectures, workshops, computational and pen-and-paper exercises, and mini-projects. It was a closed cohort of 30, not an open public course.
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The stated objective was: “A key objective of the course was to help researchers from computational chemistry and quantum computing build stronger foundations, develop a shared language, and deepen their understanding of adjacent disciplines.”
The recap also frames the course around one question: how quantum computers can be used to model chemical systems.
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Who it was for
- Level: Quantinuum pitched it at roughly first-year doctoral level.
- Background: at least a year of experience in one core area (chemistry or quantum computing) and some Python skills.
- Origin of participants: described as coming from around the world. The recap gives no country breakdown and does not say how people were selected.
What was taught
The syllabus started with quantum-computing foundations. From there it moved through these topics:
- Electronic structure
- Fermion-to-qubit mappings
- Chemistry observables
- Quantum algorithms
- Useful chemical models
- Considerations for current quantum devices
- Future algorithm development
Quantinuum colleagues from its quantum chemistry, compiler and error-correction teams contributed to the teaching.
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Mini-project examples
The recap reports these projects:
- State-preparation programmes that use mid-circuit measurement, written in Guppy.
- Active-space selection and quantum-selected configuration interaction (QSCI) for the chromium dimer.
- Use of the atomic valence active space (AVAS) approach to identify active spaces and estimate resources for myoglobin.
- A participant reimplemented published state-preparation research in InQuanto. They compared the resulting circuits with the platform’s efficient ansatz methods on the Helios emulator.
These are the company’s examples of classroom work. They are not independent validations, and the recap does not claim a scientific breakthrough.
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Participants got free access to InQuanto for the duration of the course. Quantinuum describes InQuanto as its quantum chemistry software platform. It is aimed at research in chemistry and condensed matter physics using quantum computers. The recap does not say whether that access continues after the course.
What is not established
- No completion rate, pre/post assessment or other learning-outcome measure is reported. The only figure is the cohort size of 30, so the recap does not show how effective the training was.
- No next session, open application or dates are announced.
- The recap points readers interested in future training, workshops and community events to QNET for updates. That is a way to follow developments, not an offer you can currently sign up for.
Why it matters
Quantum chemistry is often presented as a leading use case for quantum computers. In practice it needs people who are fluent in both fields. The recap’s emphasis on a shared language, and its mix of fundamentals with project work, addresses that gap. Whether it succeeded is something the company’s own account cannot show.
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