Spring School 2026

Sabhal Mòr Ostaig, Isle of Skye

24th to 29th May 2026

Join us between 24th and 29th May 2026 for an immersive week of advanced quantum informatics training in one of Scotland’s most inspiring and scenic locations. Hosted at the Gaelic college and residential campus of Sabhal Mòr Ostaig on the Isle of Skye, our 2026 Spring School will provide a unique chance to explore the challenges and opportunities in quantum informatics in a focused, immersive setting.

What to Expect

This Spring School is designed for postgraduate students (master’s and PhD) and early-career researchers, working across quantum informatics, computer science, mathematics, physics, and engineering who wish to broaden and deepen their understanding of quantum informatics. Over the intensive five-day programme you will:

  • Engage with advanced training in the structure, behaviour, and interaction of quantum hardware, software, and applications, aligned with the QI CDT’s mission of making quantum technology integrable, interoperable, and impactful.
  • Participate in lectures, hands-on tutorials and interactive sessions led by academic experts.
  • Network with peers, build collaborations and explore interdisciplinary perspectives across quantum informatics, computer science, mathematics, physics, and engineering. 
  • Benefit from the unique setting of Sabhal Mòr Ostaig, nestled in the landscape of Skye and offering a tranquil, focused environment away from the bustle of everyday research life.

Programme

Below is the schedule* for the week (see dropdown), as per the listed topics and speakers, so you know what is planned and who will lead each session.

  • Algorithms and Complexity: Dr Jinge Bao (University of Edinburgh)
  • Compilation and Resource Estimation: Dr Olivia Di Matteo (University of British Columbia)
  • Quantum Causality: Prof Fay Dowker (Imperial College London)
  • Quantum Error Correction: Dr Armanda Quintavalle (Iceberg Quantum) 
  • Quantum Programming Languages: Prof Benoît Valiron (CentraleSupélec, Université Paris-Saclay)
  • Semantics of Mixed Quantum Theory: Dr Priyaa Srinivasan (Tallinna Tehnikaülikool)

*This schedule is tentative and subject to change.

TBA

Course Title:
Compilation and Resource Estimation

Abstract:
Recent advances in quantum hardware provide increasing evidence that future quantum computers will be capable of running fault-tolerant algorithms. However, fault-tolerance incurs a resource overhead and understanding the true cost of an algorithm, beyond its promised computational complexity, is critical for practical implementations. This module is an overview of fault-tolerant resource estimation from a quantum software and compilation perspective. Starting from a high-level problem description, we will compile and optimise a quantum program down to the physical level. We will take a hands-on approach and explore how hardware assumptions and design decisions across the software stack impact both resource estimates and their interpretation by researchers and policy makers.

Course Title:
Causality in Quantum Theory from Within

Abstract:
This course will cover  the path integral in quantum mechanics. The path integral approach to quantum foundations as a stand-alone alternative to the canonical framework. The path integral approach is  based on concepts of history, event and event algebra, quantum measure and decoherence functional.

The recovery of Hilbert space from the path integral approach. A novel proposal for an intrinsic causality condition that is internal to a path integral quantum theory and that does not rely on any external measurement or agent. 

Course Title:
Quantum Error Correction

Abstract:
Quantum error correction, and more broadly fault-tolerance theory, addresses how computation can be carried out in the presence of noise. Building on a light mathematical background, we will outline the desiderata of a fault-tolerant protocol and highlight some of the reasons why these desiderata are hard to satisfy in practice. We will then zoom in on two especially active areas of the field: logic, meaning how to perform computation once quantum information is protected by an error-correcting code, and decoding, the classical counterpart of any fault-tolerant protocol. So what is it, precisely, that makes reliable quantum computation possible, and why is it difficult to achieve?

Course Title:
Quantum Programming Languages

Abstract:
In this course, we shall analyse the structure of quantum algorithms, and what programming constructs make sense to code them up. We shall review the existing quantum programming paradigms, and discuss type systems and semantics.

Course Title:
Semantics of Mixed Quantum Theory

Abstract:
Our exploration of semantics of mixed quantum theory will start with linear logic and its connections to quantum mechanics. Once we introduce ourselves to the basics of linear logic, we pick up the lens of  category theory and aim it at the logic. What we see through the lens will be semantics of linear logic — however in different shades. We call them monoidal categories, compact closed categories, linearly distributive categories, and so on. Why are we interested in studying categorical semantics (vernacular) of linear logic? It is because we can then draw pictures instead of writing long complex proofs using symbols. We will explore these pictorial languages while making our way steadily towards utilizing them as a vernacular for quantum theory.

While linear logic provides a base vernacular for quantum theory, we need another ingredient to make its semantics quantum-ready. This is called a dagger functor which will allow us to talk about “quantum observables”.  Different semantics of linear logic come with different advantages — dagger compact closed categories well-suited to model finite-dimensional quantum systems while infinite-dimensional systems need the full power of linear logic, so one moves to dagger linearly distributive categories. While these semantics are a blueprint (think of it as a grammar), we will pick a few concrete forms of these blueprints — like the Hilbert spaces and the finiteness spaces — to witness ‘quantumness’ like complete positivity, complementarity, and measurement.

Towards the end of the journey, we shall make a bold attempt to amalgamate the semantics of concurrency and the semantics of quantum theory since they both spring from the common ground of linear logic. For this, we shall take aid in a functional concurrent programming language called CaMPL.

If you would like to prepare yourself for this journey, I would recommend reading a couple of posts in https://lineardistributivity.org/  and if you are programmer, https://campl-ucalgary.github.io/ is another fun site to explore.

Keywords: Linear logic, dagger compact closed categories, dagger linearly distributive categories, pictorial calculus, completely positive maps, complementarity, concurrency, quantum concurrency.

Time Sunday 24th May Monday 25th May Tuesday 26th May Wednesday 27th May Thursday 28th May Friday 29th May
08:00 to 08:30

Travel to Skye Breakfast Breakfast Breakfast Breakfast
08:30 to 09:00
09:00 to 09:30

Algorithms/Programming Languages (45 mins each)

Quantum Error Correction Causality Algorithms/Programming Languages (in parallel)
09:30 to 10:00 
10:00 to 10:30 Quantum Error Correction Coffee Break
10:30 to 11:00 Coffee Break Coffee Break Quantum Error Correction
11:00 to 11:30

Welcome

Resource Estimation/ Semantics (45 mins each) Causality Coffee Break
11:30 to 12:00 Resource Estimation/ Semantics (in parallel) Causality
12:00 to 12:30
12:30 to 13:00   Lunch Lunch

Lunch

13:00 to 13:30   Excursion
13:30 to 14:00
14:00 to 14:30 Resource Estimation/ Semantics (in parallel)

Industry Tutorials 1 and 2 (45 mins each)

Travel from Skye to Edinburgh

14:30 to 15:00
15:00 to 15:30
15:30 to 16:00 Coffee Break Coffee Break
16:00 to 16:30 Coffee Break

Algorithms/Programming Languages (in parallel)

Industry Tutorial 3 (45 mins)
16:30 to 17:00
17:00 to 17:30     Panel
17:30 to 18:00  
18:00 to 18:30

Dinner

Dinner Dinner  
18:30 to 19:00
19:00 to 19:30       Conference Dinner
19:30 to 20:00
20:00 to 20:30  

Dates and Timings

We will depart Edinburgh on 24th May at 13:00 (from Peffermill Playing Fields), with a coach taking us to the venue (Sabhal Mòr Ostaig) on the Isle of Skye. The return journey to Edinburgh will take place on 29th May at 14:00, arriving back in Edinburgh that evening. 

Why Attend

  • Take advantage of a focused, high-calibre training environment that reflects the QI CDT’s interdisciplinary ethos.
  • Expand your quantum informatics skill-set at a time when quantum technologies are rapidly evolving and demand is growing.
  • Experience research-led learning in one of Scotland’s most beautiful and vibrant settings, fostering reflection, innovation and community.

Application and Registration 

Due to limited places and high demand, those wishing to attend the Spring School were asked to apply in the first instance (the deadline was 5th March). If your application is approved, you will receive a registration link to secure your place. Registration links will be shared with applicants who are offered a place between 13th March and 20th March.

The registration fee is £550 and includes return coach travel from Edinburgh to Skye, accommodation on Skye (shared twin rooms), meals and coffee breaks (including lunch on Sunday, 24th May, but excluding dinner on Friday, 29th May), as well as relevant activities.

Please note that applications are now closed

Stay Connected

Should you have any queries, please contact this year’s lead organisers, Malin Altenmüller and Louis Lemonnier, both postdoctoral researchers at the University of Edinburgh, at qicdtspringschool@gmail.com.

  • Location

    Founded in 1973 in the old farm steadings at Ostaig, Sabhal Mòr Ostaig provides a beautiful setting for the QI CDT Spring School. It offers an escape to become fully immersed in this training opportunity, while fostering an environment that gives students the best possible learning experience.

  • Facilities

    The facilities at Sabhal Mòr Ostaig offer a well-equipped and comfortable environment that supports focused learning and collaboration. Designed to encourage discussion and participation, they provide a practical setting for students to engage. 

  • Exploration

    Set against the landscapes of the Isle of Skye, participants can enjoy its beautiful scenery. A variety of outdoor and cultural activities, from hill walks to local music and crafts, provides opportunities to explore and unwind beyond the Spring School sessions.

The Quantum Informatics CDT Spring School 2026 is sponsored by:

 

 

 

We look forward to welcoming you to the Isle of Skye for the QI CDT Spring School 2026!