The DEPs (Data Exploitation Platforms) are being tested and validated across 8 scientific and 4 technological use cases in collaboration with key Research Infrastructures and Data Space stakeholders.
Use Cases

How We Validate DEP
To ensure robustness, scalability, and real-world relevance, DEPs are deployed across 4 RIs and validated through:
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8 scientific use cases from diverse research domains.
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4 technological use cases testing cross-cutting features.
All scientific use cases share:
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Large-scale data access and processing from RI holdings.
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AI-driven data analysis and classification.
This dual focus ensures DEP delivers value both to data providers (via QA and system monitoring) and scientific users (through advanced discovery and analysis capabilities).
Scientific Use Cases

Combining generative AI and image analysis tools, this assistant helps users navigate large bioimage archives...

To optimise radar usage, AI models learn from past experiments and real-time space weather data...

Through AI analysis of over 45,000 whole-slide lymph node images, this use case aims to...

Aiming to support categorization and search across large, mixed-image datasets, this use case trains a...

To help the agricultural and insurance sectors, this use case focuses on downscaling global climate...

This use case builds AI models to detect abnormal download patterns from ESGF data repositories....

Using AI to analyse radar data, this use case helps identify rare events, including space...

This use case generates synthetic medical images using diffusion models to overcome privacy issues in...
Technology Use Cases

This use case addresses the challenge of transferring and storing large medical image files in...

This use case tests the scalability and performance of RI-SCALE’s Data Exploitation Platform (DEP) on...

This use case evaluates the potential of GROQ’s high-performance, energy-efficient hardware to reduce the environmental...

This use case develops a Credit Management System for Data Exploitation Platforms (DEPs) that tracks...