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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · 12h

Day 2: A full-scale forest fire drill in the Alps! Firefighters, guided by Jens Pottebaum & Rene Kastner, tested wildfire simulations & Augmented Reality glasses for enhanced on-the-ground situational awareness.

Read the full story: crexdata.eu/crexdata-tes...

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · 12h

Day 1: A workshop at Innsbruck university with regional authorities. Participants, led by Deniz Ozcan, used Altair RapidMiner & Hyds ARGOS system to model and visualize data for critical infrastructure management. An insightful feedback session was moderated by Jasmina Schmidt!

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · 12h

First impressions from our final #CREXDATA trial in Innsbruck! 🇦🇹 We spent two intensive days with emergency response stakeholders testing our decision-support platform, from a hands-on workshop to a live wildfire exercise.

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Aug 27

📢 New Publication Alert!

The study uses an advanced method called Transfer Entropy on massive phone mobility datasets to map the influence of travel on COVID-19 spread across Spain

Find the full open-access paper here: crexdata.eu/publication/...

@alfonsovalencia.bsky.social @bsc-cns.bsky.social

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Jul 9

A huge thank you to all partners for their invaluable contributions. We're building a stronger, data-driven future together!

Partners presented advanced demos and provided updates on the integration status of vital components, reaffirming our collective commitment to advancing European #AI

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Jun 17

Great to see #CREXDATA and #TEMA projects demo at #ESAF in Kuopio, Finland! We showcased advanced emergency tech, including #XAI, and #AR for fatigue assessment. End-user feedback is vital!

🔗Read more: crexdata.eu/event/crexda...
#EmergencyResponse #HorizonEurope

CREXDATA and TEMA at Innovative Emergency Management Showcase in Finland | Crex Data

crexdata.eu

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Jun 11

A new paper is now available! This research from our CREXDATA partners at TUC tackles the challenge of efficient data processing in heterogeneous systems with a novel algorithm for optimal workflow execution across #IoT, #edge & #cloud platforms.

Dive into the details: crexdata.eu/publication/...

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Jun 5

We're excited to announce a collaboration with FloodWaive, a German start-up specializing in AI-powered real-time flood forecasting. This is a key step in leveraging #AI for #DisasterManagement and #ClimateAdaptation.

🔗 crexdata.eu/crexdata-and...

CREXDATA and FloodWaive Forge Alliance to Revolutionise Flood Management with AI Surrogate Models | Crex Data

crexdata.eu

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · May 29

MePrecisa project signs #MoU with CREXDATA!

🏙️ Urban health research and #bigdata integration are the main links.

⚙️ Both projects develop a #platform to assist in decision-making.

Check out the news on
🔗 crexdata.eu/crexdata-and...

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · May 22

Preparing for future health challenges requires global collaboration. Discover the CREXDATA project and its impact on global health preparedness. #GlobalHealth #CREXDATA

🔗 crexdata.eu/globalhealth...

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Apr 30

The European State of the Climate 2024 report highlights unprecedented climate extremes, including the warmest year on record and extensive flooding.

Explore how CREXDATA is contributing to a more resilient Europe

🔗 crexdata.eu/europes-apri...

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Apr 11

✅ Wrap-up from Chania 🇬🇷

After 2 days packed with integration sessions, simulator demos, analytics & XAI insights, the #CREXDATA consortium leaves energized!
💡 Progress made on all WPs
🔗 Final push towards evaluation & delivery
🤝 Big thanks to Technical University of Crete for hosting us!

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Apr 10

🧵 Day 2 kicks off!

Today we focus on advanced analytics & explainable AI in #CREXDATA 🚀

🔍 Topics: 🔹 Multi-resolution event forecasting
🔹 Distributed & federated learning
🔹 Visual analytics + AR under uncertainty
🔹 WP6: Dissemination & Exploitation

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Apr 10

🧵 Day 1 continues...

From simulator integration to data flow demos, we're deep-diving into the core of #CREXDATA.

👨‍💻 Presentations on: 🔹 Server operations with real-time Kafka pipelines
🔹 PhysiBoSS: multiscale agent-based simulation
🔹 WP4 intro: Federated ML, Complex Event Forecasting & more

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Apr 9

📍 Live from Chania 🇬🇷
We're kicking off the 8th #CREXDATA project meeting!
💡 Main focus: integration, architecture & use case evaluations for #ExtremeScaleData 🔍
Let’s have a productive meeting!

🔗 www.crexdata.eu

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Apr 3

A technical framework that blends Bayesian Optimization with Transfer Learning to optimize large-scale in-silico trials.
💡 Dynamically schedules high-utility tumor simulations
⚙️ Cuts compute waste on supercomputers
🔬 Tested on MN4 with >2500 simulations

📎 crexdata.eu/publication/...

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Mar 27

🚢 Kpler demonstrated real-time maritime safety solutions at #EDBT2025:

🌊 Hazardous Weather Rerouting with fused AIS & weather data from @copernicusecmwf.bsky.social and @noaa.gov

🔗https://crexdata.eu/event/kpler-demonstrates-collision-avoidance-and-weather-rerouting-systems-at-edbt2025/

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Mar 17

Effective emergency responses anchor themselves not in optimism but clear-eyed realism. Preparing for worst-case outcomes isn't fearing the improbable but acknowledging that rare disasters occur precisely because they're underestimated. It safeguards lives and ecosystems from preventable harm.

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Mar 17

Early reports inaccurately claimed sodium cyanide was aboard the cargo vessel. Subsequent clarifications confirmed no toxic chemicals spilled. Coastal ecosystems remain vulnerable, as residues may contaminate sensitive habitats.

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Mar 13

CREXDATA uses real AIS data to simulate near-miss collision scenarios, with real-time monitoring for early warning and risk mitigation, supporting future real-time decision-making of maritime operators ⛴️📡

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Mar 13

💡 AI and real-time data may prevent the next maritime disaster. As global shipping lanes become more congested and weather conditions become more extreme, real-time data and AI-driven decision-making are essential to prevent and mitigate future vessel collisions.

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Mar 13

⏳ At sea, every second counts, and crews can benefit from:

✅ Enhanced early warning systems to detect and prevent high-risk maritime incidents
✅ Improved situational awareness from vast streams of real-time data
✅ Rapid and informed decision-making mediated by AR

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Mar 13

🚢🔥The recent collision between a cargo vessel and a chartered tanker off the UK coast—involving toxic sodium cyanide and jet fuel spills—is a stark reminder of how critical real-time data and advanced decision-making are essential to prevent and mitigate vessel collisions 👇

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CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Mar 5

AI-powered situational awareness for climate disasters 🌪️🚨 @bsc-cns.bsky.social showcased real-time data processing from social media streams to enhance emergency response.

Thank you to everyone who joined—AI is shaping the future of disaster resilience!

#BSCatMWC25 #4YFN25 #DisasterResponse

CREXDATA - Critical Action Planning Over Extreme-Scale Data @crexdata-eu.bsky.social · Feb 26

🚀 Can AI help us better respond to climate disasters?

Join @bsc-cns.bsky.social at #MWC25 to discover how AI-driven decision-making, real-time social media monitoring, and emergency response are shaping the future of disaster resilience.

🔗 Read more: crexdata.eu/bsc-research...

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