ENFIELD: European Lighthouse to Manifest Trustworthy and Green AI

Digital, Industry & SpaceHORIZON-RIAID: 101120657
EC Contribution
€112,628
Consortium Size
32 orgs
Start Year
2023
Summary

ENFIELD will create a unique European Centre of Excellence that excels the fundamental research in the scientific pillars of Adaptive, Green, Human-Centric, and Trustworthy AI that are new, strategic and of paramount importance to successful AI development, deployment, and acceptance in Europe and will further advance the research within verticals of healthcare, energy, manufacturing and space by attracting the best talents, technologies and resources from world-class research and industry players in Europe and by carrying out top-level research activities in synchronisation with industry challenges to reinforce a competitive EU position in AI and create significant socio-economic impact for the benefit of European citizens and businesses. ENFIELD will develop, maintain, scale-up and sustain a vibrant European network on AI composed of 30 consortium members from 18 countries, including top-level education and research organisations, large scale businesses, SMEs, and public sector representatives jointly addressing critical issues of research and innovation frontiers in this new topic of the European AI Lighthouse.ENFIELD will provide high impact outputs such as >75 unique AI solutions (algorithms, methods, simulations, services, data sets and prototypes), 180 scientific high-impact publications and 200 peer-reviewed presentations, four strategic documents, namely the Common Research Roadmap and Vision, the dynamic Safety and Security Risk Assessment Framework, the White Paper and the Gender and Ethics Framework. The exchange and innovation schemes planned in Open Calls, which will grant financial support to >76 individual researchers and 18 small-scale projects, education, and training activities such as summer schools and hackathons, and a set of well-designed outreach methods and activities will further contribute to the ENFIELD community engagement, enlargement, and continuity.

Consortium (32)

🇳🇴 NORGES TEKNISK-NATURVITENSKAPELIGE UNIVERSITET NTNUNO
coordinator
🇳🇱 ARATOS SYSTEMS BVNL
partner
🇪🇸 BOEING AEROSPACE SPAINES
partner
🇭🇺 BUDAPESTI MUSZAKI ES GAZDASAGTUDOMANYI EGYETEMHU
partner
🇸🇪 CHALMERS TEKNISKA HOGSKOLA ABSE
partner
🇵🇹 CNET CENTRE FOR NEW ENERGY TECHNOLOGIES SAPT
partner
🇮🇹 ENGINEERING - INGEGNERIA INFORMATICA SPAIT
partner
🇨🇾 ERATOSTHENES CENTRE OF EXCELLENCECY
partner
🇬🇷 EREVNITIKO PANEPISTIMIAKO INSTITOUTO SYSTIMATON EPIKOINONION KAI YPOLOGISTONGR
partner
🇫🇷 FONDATION EUROPEENNE DE LA SCIENCEFR
partner
🇵🇹 INESC TEC - INSTITUTO DE ENGENHARIADE SISTEMAS E COMPUTADORES, TECNOLOGIA E CIENCIAPT
partner
🇵🇹 INOVA+ - INNOVATION SERVICES, SAPT
partner
🇫🇷 INSTITUT MINES-TELECOMFR
partner
🇸🇮 ISKRAEMECO, MERJENJE IN UPRAVLJANJEENERGIJE, D.D.SI
partner
🇦🇹 KNOW CENTER RESEARCH GMBHAT
partner
🇵🇹 LUSIADAS ACEPT
partner
🇮🇹 MAGGIOLI SPAIT
partner
🇬🇷 NEW CO TECHNOLOGIKI ANONYMI ETAIREIAGR
partner
🇳🇴 NORSK REGNESENTRALNO
partner
POLITECNICO DI MILANO
partner
🇫🇷 PREDICT SASFR
partner
🇳🇴 SINTEF ASNO
partner
🇪🇪 TALLINNA TEHNIKAÜLIKOOLEE
partner
🇩🇪 TECHNISCHE UNIVERSITAET CHEMNITZDE
partner
🇳🇱 TECHNISCHE UNIVERSITEIT EINDHOVENNL
partner
🇫🇮 TEKNOLOGIAN TUTKIMUSKESKUS VTT OYFI
partner
🇩🇰 TEKNOLOGISK INSTITUTDK
partner
🇳🇴 TELENOR ASANO
partner
🇬🇧 THE UNIVERSITY OF NOTTINGHAMGB
partner
🇪🇸 UNIVERSIDAD COMPLUTENSE DE MADRIDES
partner
🇷🇴 UNIVERSITATEA NATIONALA DE STIINTASI TEHNOLOGIE POLITEHNICA BUCURESTIRO
partner
🇷🇴 UNIVERSITATEA POLITEHNICA DIN BUCURESTIRO
partner

Project Results (75)

Source: CORDIS, the EU research results database.

Publications (64)
Approaching Interoperability and Data-Related Processing Issues in a Human-Centric Industrial Scenario
Communications in Computer and Information Science· 2025DOI
Syed, Danish Abbas; Quadrini, Walter; Rahmani Choubeh, Nima; PINZONE, MARTA; Gusmeroli, Sergio
Architectural Enhancements and Feature Optimization of AutoVocoder for High-Quality Speech Synthesis
3rd Workshop on Intelligent Infocommunication Networks, Systems and Services· 2025DOI
Riad Larbi, Mohammed Salah Al-Radhi
Data Quality as a Service Framework for AI-Enabled Industrial Internet of Things
Proceedings of the 14th International Conference on the Internet of Things· 2025DOI
Arda Goknil, Phu Nguyen, Erik Johannes Husom, Sagar Sen, Simeon Tverdal, Flavien Peysson, Dimitra Politaki, Roberto González-Velázquez
Economic Prediction with State-Space Models for Big Data (Book chap. In Spanish)
· 2025
Miguel Jerez & Alfredo Garcia-Hiernaux
LogicLSTM: Logically-driven long short-term memory model for fault diagnosis in gearboxes
Journal of Manufacturing Systems· 2025DOI
Eduard Hogea, Darian M. Onchiş, Ruqiang Yan, Zheng Zhou
mcceR: onte Carlo sampling of valid and realistic counterfactual explanations for tabular data
· 2025
NRS
Online Review-Assisted Product Improvement Attribute Extraction and Prioritization Method for Small- and Medium-Sized Enterprises
Systems· 2025DOI
Keqin Wang, Angqi Lei, Zhihong Huang, Zhijiao Gao, Qingyu Ma, Chen Zheng, Jing Li, Benoît Eynard, Jinhua Xiao
Optimizing Cardiac MRI Segmentation: An Ensemble Approach with U-Net Variants
3rd Workshop on Intelligent Infocommunication Networks, Systems and Services· 2025DOI
Botond Bárdos-Deák, Adrián Tibor Bodai, Mohammed Salah Al-Radhi
Safety-driven Electronic Components disassembly through Human-Robot Collaboration framework
Procedia Computer Science· 2025DOI
Rahmani Choubeh, Nima; Zarei, Mostafa; Quadrini, Walter; FUMAGALLI, LUCA; Gusmeroli, Sergio
shapr: An R-package for explaining machine learning models with dependence-aware Shapley values
Journal of Open Source Software· 2025DOI
Nikolai Sellereite, Martin Jullum
Trustworthy AI for Whom? GenAI Detection Techniques of Trust Through Decentralized Web3 Ecosystems
Big Data and Cognitive Computing· 2025DOI
Igor Calzada, Géza Németh, Mohammed Salah Al-Radhi
A revised cognitive mapping methodology for modeling and simulation
Knowledge-Based Systems· 2024DOI
Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
An Analysis of Federal and Municipal Chatbots in Germany An Analysis of Federal and Municipal Chatbots in Germany
· 2024DOI
Verena Traubinger, Sebastian Heil, Julian Grigera, Alejandra Garrido,Sonia Abhyankar,Martin Gaedke
Approaching interoperability and data-related processing issues in a human-centric industrial scenario
· 2024DOI
Danish Abbas Syed, Walter Quadrini, Nima Rahmani Choubeh, Marta Pinzone and Sergio Gusmeroli
Approximating families of sharp solutions to Fisher's equation with physics-informed neural networks
Computer Physics Communications· 2024DOI
Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C. Geiger
Approximating Family of Steep Traveling Wave Solutions to Fisher's Equation with PINNs
· 2024
Franz M. Rohrhofer, Stefan Posch, Clemens Gößnitzer, Bernhard C Geiger
Automating the labeling of industrial data: a challenge and an opportunity to boost the development of Condition-Based Monitoring in Industry 4.0
Procedia Computer Science· 2024DOI
Philippe Lepetit, Leïla Belmerhnia, Flavien Peysson
Challenges, benefits, and open questions in Data-Driven Commercial Building Cooling Optimization
E3S Web of Conferences· 2024DOI
Ivan Sukhanov, Anna Volkova, Ahmet Kose, Allan Hani, Eduard Petlenkov
Comparison of Individualized and Group-based Machine Learning Approaches to Predict Rate of Perceived Exertion of Professional Football Players
· 2024
Iwen DIOURON, Sébastien HARISPE, Abdelhak IMOUSSATEN, Maëlia DUHART, Antoine JOFFROY, Lucas TEXIER, Guilhem ESCUDIER, Gérard DRAY, Stéphane PERREY
Conserve-Update-Revise to Cure Generalization and Robustness Trade-off in Adversarial Training
· 2024
Shruthi Gowda, Bahram Zonooz, Elahe Arani
Contextualizing the “Why”: The Potential of Using Visual Map As a Novel XAI Method for Users with Low AI-literacy
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems· 2024DOI
Anniek Jansen, François Leborgne, Qiurui Wang, Chao Zhang
CTT: A Benchmark Dataset and Baseline for Expressive Child Speech Synthesis
· 2024
Shaimaa Alwaisi, Mohammed Salah Al-Radhi, and Géza Németh
Data Augmented Rule-based Expert System to Control a Hybrid Storage System
2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON)· 2024DOI
Ricardo, J. Bessa; Francisco, Sousa Lobo; Francisco, Sousa Fernandes; Bernardo, Silva
Data-driven baseline generation for post-retrofit energy saving assessment, a comparison of statistical and machine learning methods
Journal of Building Engineering· 2024DOI
Helena Kuivjõgi, Sofia Vasman, Eduard Petlenkov, Martin Thalfeldt, Jarek Kurnitski
Demand Side Management for Commercial Buildings: Multiple Heating Systems Based Optimization in Real-Time
2024 IEEE International Conference on Engineering, Technology, and Innovation· 2024DOI
Köse, Ahmet; Sukhanov, Ivan; Belikov, Juri; Tepljakov, Aleksei; Petlenkov, Eduard
Effects of Sinusoidal Model on Non-Parallel Voice Conversion with Adversarial Learning
Applied Sciences· 2024DOI
Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh
Engineering Carbon Emission-aware Machine Learning Pipelines
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI· 2024DOI
Erik Johannes Husom, Sagar Sen, Arda Goknil
Enhancing Expressive TTS Synthesis for Multilingual Low-Resource Languages: Challenges and Applications
· 2024
Rami Kammoun, Mohamed Salah Al-Radhi, Géza Németh
Estimation of Crop Yield using Deep Learning for Precision Agriculture
· 2024DOI
Stelios P. Neophytides, Giorgia Guerissi, Michalis Mavrovouniotis, Marios Tzouvaras, Fabio Del Frate, Diofantos G. Hadjimitsis
Exchange strategies for multi-colony ant algorithms in dynamic environments
· 2024
M. Mavrovouniotis, C. Li, D. Yazdani, D. Hadjimitsis
Explainable Cancer Segmentation through Classification
· 2024
Andrei Dugaesescu, Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
Guided Attention for Interpretable Motion Captioning
· 2024
Radouane, K., Lagarde, J., Ranwez, S., Tchechmedjiev, A.
Improved water resources management for smart farming: a case study for Cyprus
Scientific Reports· 2024DOI
Stelios P. Neophytides, Marinos Eliades, Michalis Mavrovouniotis, Christiana Papoutsa, George Papadavid, Diofantos G. Hadjimitsis
Intelligent frequency control of AC microgrids with communication delay: An online tuning method subject to stabilizing parameters
Energy and AI· 2024DOI
Komeil Nosrati, Vjatseslav Skiparev, Aleksei Tepljakov, Eduard Petlenkov, Juri Belikov
Interval Criterion-Based Evidential Set-Valued Classification
· 2024
Imoussaten A., Montmain, J..
Knowledge Extraction from LLMs for Scalable Historical Data Annotation
Electronics· 2024DOI
Fabio Celli, Dmitry Mingazov
llm-inference-energy-consumption
· 2024
SINTEF
Long Short-term Cognitive Networks: An Empirical Performance Study
· 2024
Gonzalo Nápoles, Isel Grau
Machine Learning to Predict Microvascular Obstruction and Left Ventricular Dysfunction in ST-Elevation Myocardial Infarction
· 2024
Gregor Baer, Isel Grau, Chao Zhang, Pieter Van Gorp, Inge F. Wijnbergen, J.M. van Dantzig, B.R.G. (Guus) Brueren, Harrie C.M. van den Bosch, Pieter Jan Vlaar, W.A.L. (Pim) Tonino, Koen Teeuwen, Annemiek de Vos, Marcel van 't Veer, Colin Berry, Wikke Setz-
Novel Data Adaptation Techniques for Enhanced Lung Cancer Detection in CT Scans
· 2024
Catalin Chiru, Mihai Nan, Mihai Trascau, Adina Magda Florea
On Applying GraphLime for Trustworthy Diabet Prediction
2024 26th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)· 2024DOI
Flavia Costi, Darian Onchis, Codruta Istin, Adina Magda Florea, Eduard Hogea
Practical Demand Side Management and Demand Response in Large Scale Buildings with Multiple Case Studies
2024 20th International Conference on the European Energy Market (EEM)· 2024DOI
Ahmet Köse, Ivan Sukhanov, Mikk Maivel, Aleksei Tepljakov, Hossein Nourollahi Hokmabad, Eduard Petlenkov
Privacy preserving and verifiable outsourcing of AI processing for cyber-physical systems
· 2024
Georgios Spathoulas, Angeliki Katsika, and Georgios Kavallieratos
Putting Context Into Hypermedia Multi-Agent Systems
· 2024
Alexandru Sorici, Adina Florea
Raft Protocol for Fault Tolerance and Self-Recovery in Federated Learning
· 2024
Rustem Dautov, Erik Johannes Husom
Recent computational advances in Shapley values based prediction explanation
· 2024
Jullum, Martin; Aas, Kjersti; Aase, Frida Svendal; Løland, Anders
REPTILE: a Tool for Replay-driven Continual Learning in IIoT
Proceedings of the International Conference on the Internet of Things· 2024DOI
Erik Johannes Husom, Sagar Sen, Arda Goknil, Simeon Tverdal, Phu H. Nguyen
Safety-driven Electronic Components disassembly through Human-Robot Collaboration framework
· 2024
Nima Rahmani Choubeh, Mostafa Zarei, Walter Quadrini, Sergio Gusmeroli, Luca Fumagalli
Sparseness-Optimized Feature Importance
Communications in Computer and Information Science, Explainable Artificial Intelligence· 2024DOI
Isel Grau, Gonzalo Nápoles
Stability analysis and energy harvesting in lumped parameter systems with internally coupled resonators
Journal of Vibration and Control· 2024DOI
Hossein Alimohammadi, Kristina Vassiljeva, S Hassan HosseinNia, Eduard Petlenkov
The Feasibility Study of DC House Connected to the Conventional AC Distribution Network
2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering· 2024DOI
Hokmabad, Hossein Nourollahi; Shabir, Noman; Astapov, Victor; Petlenkov, Eduard; Husev, Oleksandr; Belikov, Juri
Towards On-device Learning on the Edge: Ways to Select Neurons to Update under a Budget Constraint
· 2024
Quélennec, A., Tartaglione, E., Mozharovskyi, P., & Nguyen, V. T.
Tree-based explainable clustering for drought severity predictions in United States
· 2024DOI
Stelios P. Neophytides, Michalis Mavrovouniotis, Marinos Eliades, Felix Bachofer, Diofantos G. Hadjimitsis
Trusting Decentralized Web Data in a Solid-Based Social Network
Lecture Notes in Computer Science, Web Engineering· 2024DOI
Valentin Siegert, Dirk Leichsenring, Martin Gaedke
Vehicle Ego-Trajectory Segmentation Using Guidance Cues
Applied Sciences· 2024DOI
Andrei Mihalea, Adina Magda Florea
WNSWE: Web-Based Network Simulator for Web Engineering Education
Lecture Notes in Computer Science, Web Information Systems Engineering – WISE 2024· 2024DOI
Sebastian Heil, Lucas Schröder, Martin Gaedke
An exploratory analysis of the last frontier: A systematic literature review of cybersecurity in space
International Journal of Critical Infrastructure Protection· 2023DOI
Georgios Kavallieratos, Sokratis Katsikas
Automated Behavior Labeling for IIoT Data
· 2023
Erik Johannes Husom, Arda Goknil, Simeon Tverdal, Sagar Sen, Phu H. Nguyen
Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?
· 2023
Z. Liao, V. Quétu, V. T. Nguyen and E. Tartaglione
Mining bias-target Alignment from Voronoi Cells
· 2023
Rémi Nahon, Van-Tam Nguyen, Enzo Tartaglione
Nonparallel Expressive TTS for Unseen Target Speaker using Style-Controlled Adaptive Layer and Optimized Pitch Embedding
· 2023
Mohammed Salah Al-Radhi, Tamás Gábor Csapó, Géza Németh
Can We Break Free from Strong Data Augmentations in Self-Supervised Learning?
Shruthi Gowda, Elahe Arani, Bahram Zonooz
Empowering Morphing Attack Detection using Interpretable Image-Text Foundation Model
Sushrut Patwardhan, Raghavendra Ramachandra, Sushma Venkatesh
SCoTTi: Save Computation at Training Time with an Adaptive Framework
Z. Li, E. Tartaglione and  V. T. Nguyen
Deliverables (11)
Documents, reports
Documents, reports
Documents, reports
Documents, reports
Data Management Plan
Data Management Plan
Documents, reports