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2026arXiv

Knowledge Manifold Optimization for Scientific Discovery

What this work does

Knowledge Manifold Optimization searches a continuous literature map for underrepresented regions supported by neighboring research. It preserves competing opportunity criteria through Pareto selection and supplies auditable evidence for subsequent hypothesis generation.

THE RESEARCH CONVERSATION

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