InQuanto Summer School

September 14th - 18th 2026 | Cambridge, UK

Building practical chemistry workflows for quantum computers

A week of lectures, guided exercises, and mini-projects hosted by Quantinuum and supported by the UK’s National Quantum Computing Centre. Drawing on years of experience building real-world quantum-classical hybrid workflows with academic and industrial partners, the school provides hands-on experience running quantum chemistry simulations.

Apply by May 29th 2026

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Why this summer school

A practical route into computational chemistry on quantum computers
Share your expertise

Bringing together chemistry, materials science, computer science, and relevant use cases in a cross-disciplinary cohort.

Learn by doing

Combine lectures with guided labs, software workflows, and mini-project work throughout the week.

Think like a practitioner

Understand resource estimation, hardware considerations, and the building blocks of algorithms.

Summer school participants will learn core skills

Main outcomes
  • Consolidate fundamentals in quantum computing and quantum chemistry 
  • Jump-start your work in a supportive environment
  • Foster cross-disciplinary collaborations
Learn fundamental topics
  • Fermionic hamiltonians and qubit mappings
  • Observables for chemistry and measurement strategies
  • Popular algorithms e.g. VQE, QPE, and more
Enhance practical knowledge
  • Resource estimation and cost reduction 
  • Running experiments on emulators and using noise mitigation 
  • Tackling real chemical systems and problems

Who should apply

We encourage applications from early-stage researchers in quantum computing for quantum chemistry and researchers in related fields, with some Python (or similar) experience:

Relevant domain expertise:
  • Chemistry
  • Materials science
  • Computer science
  • Computational biology
  • Condensed matter physics
  • Computational physics
  • Mathematics
Relevant backgrounds:
  • Academic research
  • Industrial research
  • Technical roles in relevant industries

Everything applicants need to know

Location and date

The summer school takes place at:

Newnham College, Cambridge, UK

September 14th - 18th 2026

Technology

Laptop with unix-based OS e.g. Linux, MacOS, WSL or a browser to run an online python environment

Laptop with at least 4GB of RAM

Some Python experience is essential

Tools

View technical documentation:

Cohort process

Applicants will be selected by June 12th 2026. Those offered a place will then be asked to confirm attendance, arrange payment, and book accommodation.

This course will make heavy use of Quantinuum’s state-of-the-art InQuanto platform for quantum computational chemistry. Please read the Quantinuum InQuanto documentation site for more background on the software platform.

Apply to join

Applications are open until May 29th. Selection outcomes will be shared by June 12th. Applicants who are offered a place will then receive instructions for payment and accommodation booking ahead of arrival in Cambridge on September 14th.

PhD/Master's/Undergraduate Students
£300 (VAT inclusive)
Postdoctoral Researchers (Academia)
£720 (VAT inclusive)
Industry Researchers
£1,200 (VAT inclusive)
Who should apply?

The summer school is intended for applicants with relevant interest in quantum chemistry workflows from a range of backgrounds, including chemistry, materials science, computer science, academia, and industry.

How will applicants be selected?

Applicants will be selected with the aim of building a cohort with diverse but relevant backgrounds, spanning a range of experience levels and expertise. We are not simply looking for the most advanced applicants; we want to bring together participants who will benefit from the school, contribute to the group, and get value from the mini-projects.

Do I need prior quantum chemistry experience?

No, the programme is designed to help consolidate backgrounds, so applicants do not all need the same prior experience. For example you may have quantum computing experience and want to start researching chemistry applications. The key requirement is readiness to engage with practical technical material.

What should I bring?

Participants should bring a laptop, reasonable Python experience, and be prepared for hands-on sessions using the relevant software stack.

What happens after selection?

Successful applicants will be contacted with next steps for confirming their place, arranging payment, and booking accommodation.

What are the cancellation terms?

Participants who cancel in writing 45 or more days before the Summer School commences are eligible for a refund of 100% of fees paid. Between 30 and 44 days before commencement, participants are eligible for a refund of 50% of fees paid. Between 30 days before commencement and the start of the Summer School, participants are not eligible for a refund of fees paid.

Can I come from outside the UK? Can you provide VISA?

We will accept applications from around the world. However, we cannot offer either VISA support or travel support. We can offer letters of invitation where needed.

What is provided within the Summer School attendance fee?

Included: lectures, product access, daily coffee and lunch, and one dinner for all attendees.

Not included: accommodation and travel.

Successful applicants will be required to arrange their own travel. They will be provided a link to book accommodation at Newnham College, provided availability. Payment for this is separate.

What are the required laptop specifications for this summer school?

Laptop with unix-based OS e.g. Linux, MacOS, WSL or a browser to run an online python environment and at least 4GB of RAM.

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What participants will experience

A week built around lectures, labs, and relevant projects
Core lectures

Ten lecture sessions will consolidate background knowledge and help establish a common baseline across the cohort. The teaching will connect conceptual understanding to practical implementation rather than treating theory in isolation.

Hands-on workflows

Participants will work with the Quantinuum stack including InQuanto and Nexus to explore how computational chemistry workflows can be built, tested, and assessed in practice.

Mini-projects

Throughout the week, participants will apply what they learn in a practical project setting. This project work is intended to encourage discussion, comparison of approaches, and a stronger understanding of how methods perform under realistic conditions.

Why is this format different?

Building good fundamentals

Applications will work alongside cross-disciplinary peers to learn and understand a range of concepts at the heart of successful quantum computational chemistry.

Real-world workflow focus

The difference this summer school brings is practical understanding. Participants can learn foundational theory from a textbook, but here
they will examine what happens when methods are prepared for realistic execution.

Pathway to stronger projects

For particiants whose project ideas show particular promise, this practical grounding may help shape future work that is suitable for real hardware exploration and, potentially, later scientific outputs.

Indicative summer school agenda

Monday
Tuesday
Wednesday
Thursday
Friday
8:30-9:00
Coffee
9:00-9:50
Welcome and introduction
L3: Electronic structure
L6: Quantum for chemistry
L8: Tackling real systems
L11: Beyond InQuanto
10:00-10:50
L1: Quantum computing
L4: Electronic structure
L7: Quantum algorithms
L9: Practicalities
P3: Project work
10:50-11:10
Coffee
11:10-12:00
L2: Quantum computing
L5: Quantum for chemistry
NQCC
L10: Advanced topics
P4: Project work
12:00-14:00
Lunch
14:00-15:30
W1: Setup and fundamentals
W3: Mappings
W5: InQuanto computables and protocols
P1: Problem design
School and mini project conclusion
15:30-15:45
Coffee
15:45-17:00
W2: Circuits and measurement
W4: InQuanto operators and states
W6: InQuanto algorithms
P2: Project work
Welcome drinks and posters
Workshop dinner

L = lecture, W=workshops, P=project

Apply to join

Applications are open until May 29th. Selection outcomes will be shared by June 12th. Applicants who are offered a place will then receive instructions for payment and accommodation booking ahead of arrival in Cambridge on September 14th.

PhD/Master's/Undergraduate Students
£300 (VAT inclusive)
Postdoctoral Researchers (Academia)
£720 (VAT inclusive)
Industry Researchers
£1,200 (VAT inclusive)