Effector:
Effector: an eXplainability library for global and regional effects
Optimizing Data Quality and Interpretability with Data Valuation
In the fast-evolving area of AI, the AI-DAPT framework stands out for emphasizing data quality and valuation asdriving factors for more accurate and robust Machine Learning (ML) models. Data valuation is a critical processthat assesses the quality and the contribution of data in relation to ML models performance or an entire AIsystem. The data valuation […]
SETU Partner Spotlight
Building on this foundation, SETU will lead Task 4.4, designing a comprehensive software validation and verification framework for all AI-DAPT services.
AI-DAPT’s vision for Bridging Energy Markets and Home Heating
In the rapidly evolving landscape of energy systems, a comprehensive approach is emerging that transforms residential heating systems from a passive consumption point to an active, intelligent market participant. The AI-DAPT project unveils a novel methodology that creates a dynamic dialogue between energy markets and residential heating infrastructure, ensuring that human judgment is always the […]
Bridging First-principles Science Models and Machine Learning
A hybrid approach, integrating science-guided models with machine learning, offers a promising solution.
Drilling-down ethical principles in AI
This gathering brought together the partners to discuss the progress made so far and outline the next steps needed to achieve the project’s goals.
Fraunhofer FOKUS
The Fraunhofer Society, based in Germany, is a leading applied research organization.
SUITE5 Parter Spotlight
SUITE5, based in Limassol, Cyprus, is a data intelligence SME and the Technical Coordinator of AI-DAPT, ensuring innovative AI solutions across various industries.
ATHENA Research Center
AΤΗΕΝΑ, as the Coordinator of AI-DAPT, focuses on Informatics and Computational Sciences, addressing global challenges with impactful AI-driven solutions.
AI-DAPT’s Journey
AI-DAPT’s project aims to incorporate MLOps and AutoML into its framework to innovate, stay in the forefront of AI model implementation and revolutionize the findings across various industries.