Machine learning could improve extreme weather warnings
In June 2021, the U.S. Pacific Northwest and southwestern Canada experienced a significant heat wave, with temperatures hitting 43°C (109°F)...
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A Data-Centric Approach to improve performance of deep learning models
Whang, S. E., Roh, Y., Song, H. & Lee, J. G. Data collection and quality challenges in deep learning: a...
Comprehensive input models and machine learning methods to improve permeability prediction
Data preparationIn the studied field, after collecting the required data, the information related to the logs of wells A and...
How can Informal Reasoning Improve Formal Theorem Proving? This AI Paper Introduces an AI Framework for Learning to Interleave Informal Thoughts with Steps of Formal Proving
Traditional methods, relying solely on formal proof data, overlook valuable informal reasoning processes crucial to human mathematicians. The absence of...
