Discovery Science

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The DS 2026 constitutes the proceedings of the 29th International Conference on Discovery Science, DS 2026, which took place in Mainz, Germany, during October 5-9 2026. The 52 full papers presented in this volume were carefully reviewed and selected from 113 submissions. They were organized in topical sections as follows: Explainable AI; Hypothesis Generation and Causal Discovery; Language Models and Automated Scientific Discovery; Retrieval-Augmented Generation, Agentic AI; Physics-Informed Machine Learning; Computational Equation Discovery and Symbolic Regression; Benchmarking Methodologies; Continual; Transfer and Meta-Learning; Machine Learning: Representation Learning; Clustering and Model Design and Machine Learning Applications.

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  Machine Learning and Knowledge Discovery in Databases. Research Track and Applied Data Science Track

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  Leveraging Applications of Formal Methods, Verification and Validation. Rigorous Engineering of Collective Adaptive Systems

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  Harmonic Analysis and Partial Differential Equations

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  Information and Communications Security

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  Web and Wireless Geographical Information Systems

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  Leveraging Applications of Formal Methods, Verification and Validation. Formal Methods for Distributed Computing in Future Railway Systems

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  Leveraging Applications of Formal Methods, Verification and Validation. Scalable Verification and Validation of Concurrent and Distributed Systems

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  Software and Systems Reuse, Product Lines, and Configuration

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