CREXDATA aims to develop a versatile platform for real-time critical situation management, adaptive action planning, and agile decision-making powered by extreme-scale and complex data.
OBJECTIVES
Develop an extreme-scale data ingestion and fusion toolbox and realistic simulation models and tools
Create real-time predictive knowledge
and forecasts including federated
learning, complex event forecasting
under uncertainty and techniques for
Prediction-as-a-Service
Reduce perceived
complexity via
graphical workflow
design and visual
anlaytics coupled
with eXplainable AI approaches and
augmented reality
under uncertainty
USE CASES
Weather
emergencies
use case
Ingest and fuse extreme data to
improve situation awareness that
informs decisions in weather emergency
scenarios
Health crisis
use case
Integration of epidemiological and
multi-scale simulation models with machine learning to support
decision-making in health crises
Maritime
use case
Real-time route forecasting to
ensure safeter navigational routes
Scaling Critical Action Planning: NCSR Demokritos Deploys AI-Driven Interactive Learning and Early-Exit Simulation Techniques
As part of the EU-funded CREXDATA project, the National Center for Scientific Research "Demokritos" is introducing a suite of AI-driven methodologies designed to master extreme-scale data through Interactive Learning for Simulation Exploration. By coupling complex...
Beyond Real-Time Recognition: NCSR Demokritos Unveils Neuro-Symbolic “Forward Recognition” and Symbolic Register Transducers
In a major step toward extreme-scale predictive analytics, the National Center for Scientific Research "Demokritos" has announced significant technical milestones in the development of the EU-funded CREXDATA platform. By evolving the Wayeb engine from a standard...
From Theory to Practical Applications: Contributing to the Evolution of the European Maritime Technology Landscape
The University of the Aegean has made significant contributions to the field of autonomous maritime systems and digital vessel technologies, resulting in a series of innovative developments and impactful research outcomes. One of the key initiatives has been the setup...
CREXDATA participates at the Emergency Management Cluster workshop
On November 21st, the COLLARIS 2 project will offer the Emergengy Management Cluster workshop online, from 10am to 1pm CET. The CREXDATA project will be present at the workshop, represented by Ivana Kruijff from DRZ, who will participate to this joint workshop on...
CREXDATA will be presented at A+A 2025: International trade fair and congress
The CREXDATA project will be presented at A+A 2025: International trade fair and congress, for safety and health at work. The event will take place at Düsseldorf, Germany, from 4 to 7 November. For four days, Düsseldorf will be the center of the occupational safety...