Evolutionary Algorithm Design for Scientific Discovery

Evolving algorithms, hypotheses, symbolic rules, or computational procedures for mathematics, health, materials, chemistry, biology, and other scientific domains

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Living review: Automated Algorithm Discovery

78 recent papers · updated 2026-09-10

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Meta-Evolution Algorithm Evolution for Optimization GPU/TPU/NPU Kernel Evolution RL Tuning for Self-Improving Evolutionary Design Test-Time Training for Algorithm Design Agentic Algorithm Discovery Evolutionary Algorithm Design for Cloud and Systems Feedback and Reward Models for Algorithm Design Robustness and Generalization in Algorithm Discovery