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scientific discovery

Papers

Showing 111120 of 464 papers

TitleStatusHype
Can Transformers Do Enumerative Geometry?Code0
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical DiscoveryCode0
Leveraging large language models for nano synthesis mechanism explanation: solid foundations or mere conjectures?Code0
Unsupervised Machine Learning for Scientific Discovery: Workflow and Best PracticesCode0
Learning to discover: expressive Gaussian mixture models for multi-dimensional simulation and parameter inference in the physical sciencesCode0
LGEM^+: a first-order logic framework for automated improvement of metabolic network models through abductionCode0
Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait SketchingCode0
Bridging AI and Science: Implications from a Large-Scale Literature Analysis of AI4ScienceCode0
ALINE: Joint Amortization for Bayesian Inference and Active Data AcquisitionCode0
BoxingGym: Benchmarking Progress in Automated Experimental Design and Model DiscoveryCode0
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