[CFP] AutoML, Benchmarking and Open Science Infrastructure for Earth Observation

[Jan N. van Rijn]

Dear colleagues, 

We invite you to contribute your latest research to our workshop on 

AutoML, Benchmarking and Open Science Infrastructure for Earth Observation

held on October 1, 2026 in Ljubljana. Topics of interest include, but not limited to:

* AutoML for Earth Observation (including, but not limited to: Hyperparameter optimization, neural architecture search, workflow optimization)

• * NAS and AutoML for onboard AI
• * Domain gap measurements and adaptation for EO
• * Agentic workflows in relation to AutoML for Earth Observation
• * Agentic workflows in relation to NAS for Earth Observation
• * Algorithm and Meta-learning for EO tasks
• * Hardware-aware architecture search
• * Benchmark suites and benchmark design
• * EO Foundation model evaluation
• * OpenML/OpenEO integration
• * Trustworthy and reproducible evaluation for EO
• * FAIR data and model descriptions for Earth Observation
• * Ontologies and controlled vocabularies for EO datasets, models, and tasks
• * Knowledge graphs for EO AI artifacts and evaluation results
• * Semantic interoperability across EO benchmark repositories
• * Model cards, dataset cards, and standardised metadata for EO AI

See the full call for papers on our website: https://www.automl4eo.org/ or submit directly here: https://cmt3.research.microsoft.com/ABOSIforEO2026/

Best,

Jan