Quantum Machine Learning
Integration of quantum computing into data pre-processing pipelines and learning workflows for data-heavy or computationally intensive tasks, demonstrating clear improvements in processing speed, computational complexity, modelling accuracy, and reduced sample requirements at scales achievable with NISQ-era devices, Reliable and scalable Quantum Machine Learning (QML) models and algorithms, integrated with existing…
Funding and competition
- 2grants expected (official)
- €2M–€3MEU contribution per project
- €3.9Mmedian EU grant of the most similar funded projects
Very few grants: expect strong competition. Only proposals well above threshold are funded, so a clearly differentiated idea and a complete consortium are essential.
Success rates vary widely between topics (often from below 5% to above 30%). Ask us for the success-rate history of this topic before you commit to a proposal.
Organisations with a track record in this topic
Organisations that took part in the EU-funded projects most similar to this call (Horizon Europe and Horizon 2020), ranked by how close those projects are to the call, how recent they are and whether the organisation coordinated them. Being listed does not mean an organisation is looking for partners: use the list to target your outreach.
Spanish organisations with experience in this field
The Spanish organisations that appear most often in the closest funded projects.
| Organisation | Country | Type | Similar EU projects | As coordinator | Examples (CORDIS) |
|---|---|---|---|---|---|
| Barcelona Supercomputing Center Centro Nacional De Supercomputacion Barcelona | Spain | Research organisation | 16 | 3 | QEC4QEA, CEEC, Inno4Scale |
| Agencia Estatal Consejo Superior De Investigaciones Cientificas Madrid | Spain | Research organisation | 6 | 1 | QEC4QEA, MaX, GANANA |
| Fundacio Institut De Ciencies Fotoniques Castelldefels | Spain | Research organisation | 2 | 0 | QEC4QEA, TENORS |
| Universidad Del Pais Vasco/ Euskal Herriko Unibertsitatea Leioa | Spain | University | 3 | 0 | Quromorphic, OpenSuperQ, ELEVATE |
| Fundacion Publica Gallega Centro Tecnologico De Supercomputacion De Galicia Santiago De Compostela | Spain | Other | 2 | 0 | QUEX, NEASQC |
| Universidade Da Coruna La Coruna | Spain | University | 2 | 0 | QUEX, NEASQC |
| Universidad De Malaga Malaga | Spain | University | 2 | 0 | GANANA, ChEESE-2P |
| Universitat Politecnica De Catalunya Barcelona | Spain | University | 2 | 0 | TENORS, QUADRATURE |
What a typical winning consortium looks like
- 12partners (median)
- 6countries (median)
- 19%of partners are SMEs
Based on the 25 funded projects closest to this call. Use it as a benchmark, not a rule: always check the call conditions for the minimum consortium.
Most similar funded projects
Read their CORDIS pages to see the full consortium, results and deliverables.
- QEC4QEA – Quantum Excellence Centre for Quantum-Enhanced Applications (HORIZON · 2025 · HORIZON-EUROHPC-JU-2023-QEC-05-01)
- Quromorphic – Neuromrophic Quantum Computing (H2020 · 2019 · FETOPEN-01-2018-2019-2020)
- NEXT-QCM – Towards explainable quantum ai solutions for next -generation trajectory optimisation (HORIZON · 2026 · HORIZON-SESAR-2025-DES-ER-03-WA1-3)
- Q-NEKO – Nippon-Europe Quantum Koraboreshon (HORIZON · 2026 · HORIZON-EUROHPC-JU-2024-INCO-06)
- FoQaCiA – Foundations of quantum computational advantage (HORIZON · 2022 · HORIZON-CL4-2021-DIGITAL-EMERGING-01-23)
- CaLIGOLA – Cartan geometry, Lie and representation theory, Integrable Systems, quantum Groups and quantum computing towards the understanding of the geometry of deep Learning and its Applications (HORIZON · 2023 · HORIZON-MSCA-2021-SE-01-01)
Live partner requests
Organisations actively looking for partners publish their requests on these official platforms.
Partner search on this topic
On the official topic page, open “Partner search announcements” to see organisations that have declared interest in this exact topic, or publish your own (EU Login required).
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Browse requests ↗Upcoming info days and brokerage events
Brokerage events are where most consortia are built.
- 10 Nov 2026 · European Research and Innovation Days 2026 (Brussels and online)
- 1 Dec 2026 · Interdisciplinary Pathways towards Green and Resilient Societies (Online)
Publish what you are looking for or what you can offer on the Ullswater partner board. We review each request, publish it on this page and introduce you to suitable partners.
Track-record data: CORDIS open data (European Commission), organisation level only, refreshed weekly. Rankings are calculated automatically by Ullswater Investments from text similarity between the call and funded projects; they are indicative.