Follow the money
Follow public quantum funding from a programme to its awards, the organisations that receive them and the outputs that the sources link to each award. Choose a programme, a country, a technology area or a start year, then open an award to see its funding layers, beneficiaries and evidenced outputs.
A grant is not proof of a successful outcome, of operational infrastructure or of a return on investment. Missing outcomes stay unknown: they are shown as not linked in the sources used, never as a failure.
SMARTY: Scalable and Quantum Resilient Heterogeneous Edge Computing enabling Trustworthy AI
- Source
- CORDIS
- Programme
- Horizon Europe
- Call
- HORIZON-KDT-JU-2023-1-IA
- Topic
- HORIZON-KDT-JU-2023-1-IA-Focus-Topic-3
- Funding scheme
- HORIZON-JU-IA
- Period
- 2024-06-01 – 2027-05-31
- Status at the source
- SIGNED
- Countries
- Germany, Denmark, Spain, Hungary, Israel, Italy, Netherlands, Poland, Romania
- Pillar
- Quantum communication (keyword suggestion of the snapshot (pending review))
- Pages
- Project page at the source · Project page on this portal
Funding layers
| Layer | What the source states | Source |
|---|---|---|
| Programme envelope or announced budget | No programme envelope is linked to this award by a source. Envelopes are listed separately and never added to awards. | None |
| Award to the project | EUR 9,692,779.02 (EU contribution (maximum grant agreed)). Total cost EUR 31,999,656.45; it includes the award. | CORDIS |
| Partner shares of the award | The snapshot this page reads does not keep the share of each organisation; the project page at the source lists them. | None |
| Co-funding by other funders | The total cost exceeds the award by EUR 22,306,877.43; the source does not say who pays it. | None |
| Payments | Not available: the sources used publish no payments. | None |
Beneficiaries
| Organisation | Country | Role | Share of the award |
|---|---|---|---|
| Hun-Ren Tamogatott Kutatocsoportok Irodaja | Hungary | Not in the snapshot | Not in the snapshot this page reads |
| Agenthik SL | Spain | Not in the snapshot | Not in the snapshot this page reads |
| Joseki Solutions Informatikai Korlatolt Felelossegu Tarsasag | Hungary | Not in the snapshot | Not in the snapshot this page reads |
| HiveInteI GmbH | Germany | Not in the snapshot | Not in the snapshot this page reads |
| Nexaeve GMBH | Germany | Not in the snapshot | Not in the snapshot this page reads |
| Cognitive Experts SL | Spain | Not in the snapshot | Not in the snapshot this page reads |
| Qamcom Research and Technology Central Europe Korlatolt Felelossegu Tarsasag | Hungary | Not in the snapshot | Not in the snapshot this page reads |
| Nvidia Italy S.r.l. | Italy | Not in the snapshot | Not in the snapshot this page reads |
| Italtel S.p.a. | Italy | Not in the snapshot | Not in the snapshot this page reads |
| Golfe Aps | Denmark | Not in the snapshot | Not in the snapshot this page reads |
| Computational Modelling Pirmasens GMBH | Germany | Not in the snapshot | Not in the snapshot this page reads |
| Isrd Sp Z O.o. | Poland | Not in the snapshot | Not in the snapshot this page reads |
| Nng Szoftverfejleszto Es Kereskedelmi Kft | Hungary | Not in the snapshot | Not in the snapshot this page reads |
| Inbestme Europe Agencia de Valores SA | Spain | Not in the snapshot | Not in the snapshot this page reads |
| Scontain GMBH | Germany | Not in the snapshot | Not in the snapshot this page reads |
| Nvidia Denmark Aps | Denmark | Not in the snapshot | Not in the snapshot this page reads |
| Htec GMBH | Germany | Not in the snapshot | Not in the snapshot this page reads |
| NVIDIA GmbH | Germany | Not in the snapshot | Not in the snapshot this page reads |
| Metaphacts GMBH | Germany | Not in the snapshot | Not in the snapshot this page reads |
| Mellanox Technologies LTD - Mlnx | Israel | Not in the snapshot | Not in the snapshot this page reads |
| Iquadrat Informatica SL | Spain | Not in the snapshot | Not in the snapshot this page reads |
| Aumovio Technologies Romania S.r.l. | Romania | Not in the snapshot | Not in the snapshot this page reads |
| Hun Ren Tamogatott Kutatocsoportok Irodaja | Hungary | Not in the snapshot | Not in the snapshot this page reads |
| Institut fur Angewandte Informatik (infai) Ev | Germany | Not in the snapshot | Not in the snapshot this page reads |
| Cefriel Societa Consortile A Responsabilita Limitata Societa Benefit | Italy | Not in the snapshot | Not in the snapshot this page reads |
| Consorzio Nazionale Interuniversitario Per le Telecomunicazioni (cnit) | Italy | Not in the snapshot | Not in the snapshot this page reads |
| Barcelona Supercomputing Center Centro Nacional de Supercomputacion | Spain | participant | Not in the snapshot this page reads |
| Scuola Superiore di Studi Universitari e di Perfezionamento S Anna | Italy | Not in the snapshot | Not in the snapshot this page reads |
| Robert Bosch GMBH | Germany | Not in the snapshot | Not in the snapshot this page reads |
| Orange Polska SA | Poland | Not in the snapshot | Not in the snapshot this page reads |
| University of Stuttgart | Germany | associatedPartner | Not in the snapshot this page reads |
| Universidad Politecnica de Madrid | Spain | participant | Not in the snapshot this page reads |
| Technische Universiteit Eindhoven | Netherlands | participant | Not in the snapshot this page reads |
| Technische Universitaet Muenchen | Germany | participant | Not in the snapshot this page reads |
| Infineon Technologies AG | Germany | coordinator | Not in the snapshot this page reads |
| Gottfried Wilhelm Leibniz Universitaet Hannover | Germany | Not in the snapshot | Not in the snapshot this page reads |
| Technische Universitat Berlin | Germany | participant | Not in the snapshot this page reads |
Evidenced outputs
Associated: an explicit identifier links the output to this award, which shows a relation, not that the award produced it. Demonstrated contribution: a reviewed document of the funder or the operator states that the award produced or acquired it.
| Output | Type | Relationship | Evidence | Access |
|---|---|---|---|---|
| When Do Large Language Models (LLMs) Struggle to Count Letters? | Publication | Associated | OpenAIRE Graph links it to grant 101140087 (identifier link, not checked in the text); retrieved 2026-10-21. | None |
| Semantic Low-Code Data Fusion on the Edge to Support Intelligent Traffic Management | Publication | Associated | OpenAIRE Graph links it to grant 101140087 (identifier link, not checked in the text); retrieved 2026-10-21. | None |
| Noise-resilient photonic neural networks through adaptive quantization | Publication | Associated | OpenAIRE Graph links it to grant 101140087 (identifier link, not checked in the text); retrieved 2026-10-21. | None |
| Lightweight Adaptation of Foundation Models for Optical Network Failure Management | Publication | Associated | OpenAIRE Graph links it to grant 101140087 (identifier link, not checked in the text); retrieved 2026-10-21. | None |
| Multiple Choice Questions: Reasoning Makes Large Language Models (LLMs) More Self-Confident, specially When They are Wrong | Publication | Associated | OpenAIRE Graph links it to grant 101140087 (identifier link, not checked in the text); retrieved 2026-10-21. | None |
| OpenAIRE links 61 publications to this grant in total. | Publication | Associated | A count of identifier links, not verified results. | None |
| No output linked in the sources used | Patent | Not applicable | No patent is linked to this award by an identifier in the sources used. Patents listed on organisation pages are not attributed to awards. | None |
| No output linked in the sources used | Infrastructure or service | Not applicable | The infrastructure catalogue records no facility or service for this award. | None |
Sources and method
- CORDIS: 1,256 awards, retrieved 2026-10-16.
- EU Funding & Tenders Portal: 91 awards, retrieved 2026-10-21.
- National funders (national open-data sources and OpenAIRE funders): 7,469 awards, retrieved 2026-10-24.
- Reviewed pilot cases: checked 2026-10-23.
- Publications: OpenAIRE Graph links to EC grant numbers (CC BY 4.0), read in the background.
- Public contracts: TED contract award notices (Publications Office of the European Union, Decision 2011/833/EU), read through the TED Search API and reviewed by hand; QuantERA calls: the QuantERA call pages. Both checked on the date of the layers file.
- Not covered yet: payments (no source used publishes them), Funding & Tenders programme and call budgets, contracts that name no facility or award of the chains, and national funders without an open source.
Each project counts once. A total adds the amount each source states for its projects within one measure and one currency only: EU contributions, national awards and other measures are never added together. Total cost includes the award and is shown separately. A country filter keeps whole projects with a participant in the country, so its total is not the country's share. Programme envelopes, partner shares, co-funding and payments are separate layers and are never added to awards; payments are not published by the sources used. Outputs are linked only through an explicit project or grant identifier or reviewed documentary evidence, never by name alone; only a reviewed document can show a demonstrated contribution. CORDIS and Funding & Tenders amounts are one measure, the EU contribution (maximum grant agreed in the grant agreement, not payments). Country codes EL and UK are read as GR (Greece) and GB (United Kingdom). National and regional rows whose title names no quantum technology are left out unless asked for.
Download this selection as JSON · Public investment registry · Funding instruments · Infrastructure catalogue · Research output