Results & Downloads
D11.1 – Plan for dissemination and exploitation incl. communication activities
This document provides detailed information about the AMUSENS project communication, dissemination and exploitation strategy plans, with examples of outcomes implemented from start of the project until M06.
February 26, 2026

D11.1 – Plan for dissemination and exploitation incl. communication activities
Explainer Video
The official OPERANT Explanatory Video is here!
Watch it to get a clear overview of our main goals and the ambitious vision we are working hard to achieve in this exciting project. Discover in just a few minutes what OPERANT is all about and where we are heading.
February 26, 2026

Explainer Video
D5.3 – Dissemination report on structured illumination demonstrator results
Developments of optics for use with MEMS-SLM are presented with absolute data and in comparison to prior art SLM. Distinguishing features as crosstalk elimination and high-speed de-speckle methods are used to show the great potential of MEMS-SLM.
February 25, 2026

D5.3 – Dissemination report on structured illumination demonstrator results
D4.3 – Dissemination report on MR Head Up Display demonstrator
Integration of MEMS-SLM into a commercial medical holographic system which mainly includes system level adaptation design, mechanical adaptation design, mechanical assembly, software design, software adaptation and system level integration as described in this report. Full integration as planed was not possible due to unavailability of active chips and lack of Display Port interface implementation. Applicative potential regarding optical and mechanical on the HOLOSCOPE-i system is demonstrated.
February 25, 2026

D4.3 – Dissemination report on MR Head Up Display demonstrator
D3.7 – Dissemination report on MEMS results
This report lists the dissemination activities and successes regarding the MEMS development and integration, including a technical summary and a performance evaluation.
February 25, 2026

D3.7 – Dissemination report on MEMS results
D6.3 – Report on user needs for the development of a single sensor
Deliverable D6.3, Report on User Needs for the Development of a Single Sensor, presents the outcomes of Task 6.5 within Work Package 6 of the AMUSENS project. Its primary objective is to identify and translate user needs, expectations, and challenges into actionable requirements for the development of a single multi-material sensor and its associated digital ecosystem. This user-centred evidence base supports a responsible and socially aligned technological development process, ensuring that the AMUSENS platform is technically robust, ethically grounded, and fit for real-world adoption across environmental and health-related applications.
February 25, 2026

D6.3 – Report on user needs for the development of a single sensor
D6.2 – Algorithm for the selection of most promising materials by AI
Deliverable 6.2 presents the outcomes of Task 6.4, which focuses on developing AI-based tools to identify the most promising combinations of sensing materials and operating parameters for the AMUSENS multi-pixel gas sensor platform. The main objective of this work was to develop a set of tools capable of selecting optimal combinations of sensing materials and their operating parameters in order to maximize the ability to discriminate and detect individual target gases. Building on the database produced in Task 6.3, this deliverable introduces a complete methodological and software pipeline capable of transforming long raw time-series measurements into an AI-ready dataset, extracting meaningful features, and applying feature-selection strategies to rank sensing materials according to their contribution to gas discriminability.
February 25, 2026

D6.2 – Algorithm for the selection of most promising materials by AI
D6.1 – Database of gas sensing responses
This report describes the content of the Database of sensing materials and their sensing responses, which is produced within AMUSENS project to collect the references to all materials, samples and measurements performed during the project. The first version of the database is the result of WP5 and WP6, for which the materials, devices and measurements, where performed to assess the sensing performances of the various developed materials as a function of their characteristics. This is a document that will be completed all along the project to track all the produced samples and measurements. The database containing the metadata of the measurement with reference to measurement files is published on Zenodo repository under the DOI: 10.5281/zenodo.17881917.
February 25, 2026

D6.1 – Database of gas sensing responses
D6.12 – Professional communication kits – Version 4
This deliverable contains the fourth and last version of the REALHOLO professional communication kit,
including several materials to raise awareness of the project, but also tools to continuously inform the
stakeholders about ongoing activities.
February 24, 2026

D6.12 – Professional communication kits – Version 4
Videos
ORSHIN - Demonstrator Video 04
As everyday devices grow more connected, securing them is crucial. The ORSHIN project aims to build open-source, resilient hardware and software for the Internet of Things (IoT). In this part of the project, the team focused secure Intra-device and inter-device communication prototypes. GitHub: https://github.com/ORSHIN Find out more about the ORSHIN project: https://horizon-orshin.eu/ The ORSHIN project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101070008.
ORSHIN - Demonstrator Video 03
As everyday devices grow more connected, securing them is crucial. The ORSHIN project aims to build open-source, resilient hardware and software for the Internet of Things (IoT). In this part of the project, the team focused on pre-silicon security testing to uncover hardware and software vulnerabilities before devices reach the market. GitHub: https://github.com/ORSHIN Find out more about the ORSHIN project: https://horizon-orshin.eu/ The ORSHIN project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101070008.
ORSHIN - Demonstrator Video 02
As everyday devices grow more connected, securing them is crucial. The ORSHIN project aims to build open-source, resilient hardware and software for the Internet of Things (IoT). In this part of the project, the team focused on protecting cryptographic hardware implementations from physical side-channel attacks. GitHub: https://github.com/ORSHIN Find out more about the ORSHIN project: https://horizon-orshin.eu/ The ORSHIN project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101070008.
ORSHIN - Demonstrator Video 01
As everyday devices grow more connected, securing them is crucial. The ORSHIN project aims to build open-source, resilient hardware and software for the Internet of Things (IoT). To reach this goal security research on real hardware is essential, as the architectural simulators—often the only option due to proprietary designs—don’t reflect the full complexity of actual hardware. This limits the ability to evaluate security changes or observe real hardware behavior. To push security research on actual hardware, the ORSHIN team developed Proteus, an open-source RISC-V processor designed for rapid prototyping of security features. It includes tools for both security validation and performance testing. GitHub: https://github.com/ORSHIN Find out more about the ORSHIN project: https://horizon-orshin.eu/ The ORSHIN project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101070008.
DYNAMO - Reda Yaich (SystemX)
Reda Yaich (SystemX) is talking at the DYNAMO meeting in France, about the DYNAMO Project. Find out more about the project: https://horizon-dynamo.eu/
DYNAMO - Antonis Voulgaridis (CERTH)
Antonis Voulgaridis is talking at the DYNAMO meeting in France, about the DYNAMO Project. Find out more about the project: https://horizon-dynamo.eu/
OPERANT | Interview with Alejandro Sancho
Interview with Alejandro Sancho (Utek) about the OPERANT project. Find out more about this project: https://operant-project.eu/ This video may be downloaded, shared, embedded and reposted across various platforms. The goal of OPERANT is to develop a cost-efficient, enduring, and autonomous distributed acoustic sensing network, providing vital information in adversarial terrains. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Defence Agency. Neither the European Union nor the granting authority can be held responsible for them.
OPERANT | Interview with Thierry Fredrich
Interview with Thierry Fredrich (Fraunhofer) about the OPERANT project. Find out more about this project: https://operant-project.eu/ This video may be downloaded, shared, embedded and reposted across various platforms. The goal of OPERANT is to develop a cost-efficient, enduring, and autonomous distributed acoustic sensing network, providing vital information in adversarial terrains. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Defence Agency. Neither the European Union nor the granting authority can be held responsible for them.
OPERANT | Interview with Frank Woodcock
Interview with Frank Woodcock (Zippermast) about the OPERANT project. Find out more about this project: https://operant-project.eu/ This video may be downloaded, shared, embedded and reposted across various platforms. The goal of OPERANT is to develop a cost-efficient, enduring, and autonomous distributed acoustic sensing network, providing vital information in adversarial terrains. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Defence Agency. Neither the European Union nor the granting authority can be held responsible for them.
OPERANT | Interview with César Martínez
Interview with César Martínez (Utek) about the OPERANT project. Find out more about this project: https://operant-project.eu/ This video may be downloaded, shared, embedded and reposted across various platforms. The goal of OPERANT is to develop a cost-efficient, enduring, and autonomous distributed acoustic sensing network, providing vital information in adversarial terrains. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Defence Agency. Neither the European Union nor the granting authority can be held responsible for them.
CONNECT - Trust Assessment Framework
The Trust Assessment Framework (TAF) is a Framework that continuously evaluates trust relationships between system entities to ensure reliable and safe data utilization. By assessing the trustworthiness of each component in real time, it helps detect compromised data—key to ensuring vehicle safety.
CONNECT - Use Case 01 - Intersection Movement Assistance (IMA) & Misbehavior Detection (MBD)
Intersection Movement Assistance is an application in V2X ecosystems that can help coordinate vehicles at intersections. Based on the exchange of critical real-time data from the involved vehicles, it can detect and evaluate probable crash zones in time. But what happens in case of potential attack risks in the transmitted messages? The focus of the first CONNECT use case is to demonstrate CONNECT’s trust assessment framework’s ability to provide accurate trustworthiness assessments of CPM messages. Find our more about CONNECT: horizon-connect.eu The CONNECT project project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101069688. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Commission-EU. Neither the European Union nor the granting authority can be held responsible for them.
CONNECT - Use Case 03 - Slow Moving Traffic Detection (SMTD)
Slow-Moving Traffic Detection (SMTD), developed in cooperation by Stellantis-CRF and Politecnico di Torino, enhances road safety and traffic efficiency using V2X communication. Vehicles share real-time sensor data about slow-moving traffic through a Multi-access Edge Computing (MEC) server, which acts as a central hub at the edge of the network, facilitating real-time data analysis and decision-making. The focus of this CONNECT use case is to demonstrate the ability of CONNECT’s combined solutions of Misbehavior Detection (MBD) and the Trust Assessment Framework (TAF) to continuously identify and report suspicious data, preventing the dissemination of harmful or erroneous information within the network. Find our more about CONNECT: horizon-connect.eu The CONNECT project project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101069688. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Commission-EU. Neither the European Union nor the granting authority can be held responsible for them.
CONNECT - Use Case 02 - Cooperative Adaptive Cruise Control (C-ACC)
Cooperative Adaptive Cruise Control (C-ACC) is an in-vehicle driver assistance system designed to synchronize and coordinate traffic. By exchanging critical real-time vehicle data—such as speed, acceleration, and position—it can automatically calculate and adjust the vehicle's speed to maintain a safe distance from others. The focus of the second CONNECT use case is to ensure the safe operation of C-ACC by assessing trust at runtime and responding to trustworthiness changes with appropriate actions. Find our more about CONNECT: horizon-connect.eu The CONNECT project project has received funding from the European Union’s Horizon Europe research and innovation programme under grant agreement No. 101069688. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Commission-EU. Neither the European Union nor the granting authority can be held responsible for them.
PRIVIDEMA - Mariya Georgieva (Technical Lead)
Mariya Georgieva (Technical Lead) is talking at the Kick-Off / technichal meeting in Paris about the PRIVIDEMA Project. Find out more about the project: https://prividema.eu/ Funded by the European Union under Grant Agreement No. 101167964. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Cybersecurity Industrial, Technology and Research Competence Centre (ECCC). Neither the European Union nor the granting authority ECCC can be held responsible for them.
Podcasts
iPC (4) H2020 Project: About why the future paediatric cancer treatment is in personalization
In this episode we welcome Davide Cirillo. He represents the Barcelona Supercomputing Center, a partner in iPC which, by the way, stands for Indivualized Peadiatric Cure. We talk about how explainable AI and machine learning is the key to tailor treatments for kids while minimizing the risks. The iPC project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 826121.
iPC (4) H2020 Project: About why the future paediatric cancer treatment is in personalization
iPC (4) H2020 Project: About why the future paediatric cancer treatment is in personalization
iPC (3) H2020 Project: How algorithms can improve treatment for children with cancer
In this episode we talk with Pieter Mestdagh, principal investigator at the Cancer Research Insitute Ghent, who is a project partner in iPC. He shares his teams methods with us for a better understanding of their motives and how algorithms can improve effective treatment for children with cancer. The iPC project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 826121.
iPC (3) H2020 Project: How algorithms can improve treatment for children with cancer
iPC (3) H2020 Project: How algorithms can improve treatment for children with cancer
REINDEER (2) H2020 Project: A closer look at RadioWeaves Technology and how it might be used
In this Episode, we will speak with Erik Larsson, Professor and Head of the Division for Communication Systems in the Department of Electrical Engineering at Linköping University, about how the REINDEER H2020 Project can help facilitate the idea of embedded antennas by using RadioWeaves technology. The REINDEER project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 101013425.
REINDEER (2) H2020 Project: A closer look at RadioWeaves Technology and how it might be used
REINDEER (2) H2020 Project: A closer look at RadioWeaves Technology and how it might be used
Ethics and Technology (6) – a Prerequisite for European Research: Engineering and Technology
In this episode we welcome Rebecca Roache, a British philosopher and Senior Lecturer at Royal Holloway, University of London and Jonathan Seglow, Associate Professor in the Department of Politics, International Relations and Philosophy also at at Royal Holloway. The EXFILES project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 883156
Ethics and Technology (6) – a Prerequisite for European Research: Engineering and Technology
Ethics and Technology (6) – a Prerequisite for European Research: Engineering and Technology
EXFILES (5) H2020 Project: About Microscopic Views and the Hardware Approach
In this episode, we continue our in-depth look at the EXFILES project. Today we speak with Olivier Thomas, a partner in EXFILES, he along with his team of 10 cyber security experts are responsible for hardware solutions in EXFILES. He shares his thoughts on the project with us and how the knowledge derived from this project can help in training future generations of cyber security experts. The EXFILES project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 883156
EXFILES (5) H2020 Project: About Microscopic Views and the Hardware Approach
EXFILES (5) H2020 Project: About Microscopic Views and the Hardware Approach
EXFILES (4) H2020 Project: An Inside View from an LEA Partner
In this episode, we look at the EXFILES project once again. Today we speak with Nicolas from the National Forensic Lab for the French Gendarmerie. He talks about the challenge of extracting forensic evidence from locked phones and how the EXFILES project can help LEA's to overcome this. The EXFILES project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 883156
EXFILES (4) H2020 Project: An Inside View from an LEA Partner
EXFILES (4) H2020 Project: An Inside View from an LEA Partner
EXFILES (3) H2020 Project: A Look from the Inside
In this episode, we look at the EXFILES project once again. We speak with project partner Renaud Feil from Synacktiv in Paris about developing methods to access locked phones. There is no easy solution but in EXFILES, partners across Europe have resolved to make inroads to this challenging aspect of cybersecurity. The EXFILES project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 883156
EXFILES (3) H2020 Project: A Look from the Inside
EXFILES (3) H2020 Project: A Look from the Inside
REALHOLO (1) H2020 Project: An Introduction
In this episode, we introduce the REALHOLO (https://realholo.eu) project. Partners Hagen Stolle and Johannes Pleikies from SeeReal Technologies speak about the goals and challenges in this H2020 project which aims to bring holography to the forefront by prototyping practical applications. This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 101014977. This project is an initiative of the Photonics Public Private Partnership.
REALHOLO (1) H2020 Project: An Introduction
REALHOLO (1) H2020 Project: An Introduction
DECODER (4) H2020 Project: Weighing in with The UPV
Three partners from the Universitat Politècnica de València discuss their particular roles in the DECODER (https://www.decoder-project.eu) H2020 project. We speak with Tanja Ernestina Vos, Borja Davó Gelardo and Nacho Mansanet Benavent about the project goals and progress as the consortium reaches completion of their efforts. The DECODER project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement number 824231.
DECODER (4) H2020 Project: Weighing in with The UPV
DECODER (4) H2020 Project: Weighing in with The UPV
DECODER (3) H2020 Project: Open source software development solutions
In this episode we speak with Olivier Bouzereau from OW2 about the DECODER (https://www.decoder-project.eu) project and how their commitment to open source technologies will make their work available to developers around the world. The DECODER project has received funding from the European Union's Horizon 2020 research and innovation programme under grant agreement number 824231.
DECODER (3) H2020 Project: Open source software development solutions
DECODER (3) H2020 Project: Open source software development solutions
SERENA (5) H2020 Project: Signal Processing
SERENA (https://serena-h2020.eu) partners are exploring the use of high frequencies for data delivery. Using gallium nitride on silicon as a means to develop high performance millimeter-wave active antenna systems, at a commercially viable price-point while remaining energy efficient is at the heart of SERENA. In this episode we speak with SERENA partners Giuseppe Caire and Thomas Kuehne from the Technische Universität Berlin. The SERENA project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 779305.
SERENA (5) H2020 Project: Signal Processing
SERENA (5) H2020 Project: Signal Processing
Car2TERA (5) H2020 Project: Focus on the Demonstrators
Today we zero in on the circuits used in the demonstrators for the Car2TERA project. Herbert Zirath from Chalmers University of Technology talks about some of the challenges involved and how his team has dealt with them. The Car2TERA project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 824962.
Car2TERA (5) H2020 Project: Focus on the Demonstrators
Car2TERA (5) H2020 Project: Focus on the Demonstrators
Car2TERA (4) H2020 Project: Checking in with Jonas Hansryd & Yinggang Li from Ericsson
In this episode we speak with with Jonas Hansryd & Yinggang Li from Ericsson about the progress of the Car2TERA (https://car2tera.eu) project. They share some details about why this project is so important for the future of automobiles and what Ericsson is doing to push this effort forward. The Car2TERA project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 824962.
Car2TERA (4) H2020 Project: Checking in with Jonas Hansryd & Yinggang Li from Ericsson
Car2TERA (4) H2020 Project: Checking in with Jonas Hansryd & Yinggang Li from Ericsson
Ethics and Technology (5) – a Prerequisite for European Research: Engineering and Technology
In this episode we speak with Elisabeth Oswald professor from the department of artificial intelligence and cybersecurity at The University of Klagenfurt (https://www.aau.at/en/) about the ethics considerations in the world of education and research.
Ethics and Technology (5) – a Prerequisite for European Research: Engineering and Technology
Ethics and Technology (5) – a Prerequisite for European Research: Engineering and Technology
REINDEER (1) H2020 Project: Using RadioWeaves for smart connect-compute platform
In this episode we speak with Liesbet Van der Perre, Technology Lead in the REINDEER (https://reindeer-project.eu) project. She informs us about the overarching goals in REINDEER and explains how the project will benefits residents of the EU and the EU itself. The REINDEER project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 101013425.
REINDEER (1) H2020 Project: Using RadioWeaves for smart connect-compute platform
REINDEER (1) H2020 Project: Using RadioWeaves for smart connect-compute platform














