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scientific discovery

Papers

Showing 161170 of 464 papers

TitleStatusHype
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition0
Confidence Adjusted Surprise Measure for Active Resourceful Trials (CA-SMART): A Data-driven Active Learning Framework for Accelerating Material Discovery under Resource Constraints0
Iterative Hypothesis Generation for Scientific Discovery with Monte Carlo Nash Equilibrium Self-Refining Trees0
SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings0
Structuring Scientific Innovation: A Framework for Modeling and Discovering Impactful Knowledge Combinations0
CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation0
Lessons from the trenches on evaluating machine-learning systems in materials science0
SciHorizon: Benchmarking AI-for-Science Readiness from Scientific Data to Large Language Models0
Representation Retrieval Learning for Heterogeneous Data Integration0
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions0
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