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
Scalable Federated Deep Learning via Federated Dynamic Averaging (FDA) and Meta-Continual NeRF Adaptation
The Technical University of Crete (TUC) is leading a critical advancement in decentralized artificial intelligence as part of the CREXDATA project. Tasked with heading Federated Machine Learning, TUC is developing novel algorithms designed to make large-scale AI...
UPB Leads Innovation in Real-Time Weather Emergency Response for CREXDATA Project
The University of Paderborn (UPB) has taken a central leadership role in the development of cutting-edge disaster management technologies through the CREXDATA project. As the task leader for the Weather Emergencies Use Case (EmCase), UPB has spearheaded the creation...
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...
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...