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
CREXDATA Unveils Next-Generation AR System for Critical Field Operations
The EU-funded CREXDATA project has announced a major technological milestone with the successful development and field testing of its new Augmented Reality (AR) ecosystem. Designed to bridge the gap between extreme-scale predictive analytics and on-site...
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...
CREXDATA at the Global Initiative on Resilience to Natural Hazards through AI Solutions
The Telecommunications Standardization Bureau (TSB) of the International Telecommunication Union (ITU), in collaboration with the European Commission's DG ECHO, is organising a workshop on “Resilience to Natural Hazards through AI Solutions” that will take place in...
CREXDATA presentation at the 36th Parallel CFD international conference 2025
The Parallel Computational Fluid Dynamics (ParCFD) 2025 Conference is the 36th event in the ParCFD series. ParCFD is an annual international forum devoted to the discussion of recent developments and applications of parallel computing in the field of Computational...