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
A New AI Framework for Visual Analysis Empowers Experts to Make Critical Decisions
As Artificial Intelligence (AI) increasingly handles extreme-scale data in high-stakes environments, the EU-funded CREXDATA project has announced a significant breakthrough in making these complex models more transparent and trustworthy. Researchers from the project...
New AI-Driven Simulation Tools Set to Revolutionize Pandemic Response
Within the Health Crisis Use Case, the objective of the epidemiological scenario was to analyse the spatiotemporal dynamics of epidemic processes. To this end, an epidemic simulator, EpiSim.jl[1], was developed to enable users to simulate and analyse the epidemic...
Advancing Research Excellence: CREXDATA Celebrates Milestones in Graduate Work
The CREXDATA project demonstrates its strong academic impact, with a series of successful theses completed across partner universities and research institutes. Eleven master’s and three PhDs theses highlight the project’s commitment to advancing cutting-edge research...
CREXDATA JOINS EU SCIENCE for PREPAREDNESS CONFERENCE
CREXDATA will share its crisis management solutions at the 2025 “EU Science for Preparedness Conference” co-organised by the Copernicus Emergency Management Service and the Disaster Risk Management Knowledge Centre. The event will take place from 4-6 November 2025 in...
Crexdata is presented in a panel session at IEEE Symposium on Safety, Security, and Rescue Robotics
The International Symposium on Safety, Security, and Rescue Robotics was started in 2002 with a special mission to bring together roboticists and practitioners, where academics can present practically-oriented research addressing existing domain needs and engage with...