ToolRosella converts 122 scientific code repositories into 1,580 standardized tools at 61.5% success rate with 4.4x human speedup and 84% downstream agent task success.
Nature619(7970), 533–538 (2023)
2 Pith papers cite this work. Polarity classification is still indexing.
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Probabilistic bias correction doubles AI subseasonal forecast skill and wins a 2025 international competition by correcting biases in ECMWF models for pressure, temperature, and precipitation.
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ToolRosella: Translating Code Repositories into Standardized Tools for Scientific Agents
ToolRosella converts 122 scientific code repositories into 1,580 standardized tools at 61.5% success rate with 4.4x human speedup and 84% downstream agent task success.
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Enhancing AI and Dynamical Subseasonal Forecasts with Probabilistic Bias Correction
Probabilistic bias correction doubles AI subseasonal forecast skill and wins a 2025 international competition by correcting biases in ECMWF models for pressure, temperature, and precipitation.