本数据集为论文“Predicting the Strength of Composites with Computer Vision Using Small Experimental Datasets”配套数据,包含3个压缩文件,核心围绕小样本实验数据下的复合材料强度预测任务,采用CNN方法,涉及CT相关数据,用于材料科学领域的性能预测研究。 论文“Predicting the Strength
The dataset is designed for training and validating machine learning and deep learning models to predict the fracture strength of concrete beams under three-point bending.
Abstract Due to environmental issues, the concrete chain seeks to reduce CO2 emissions. However, growing demand from developing countries causes the increase of CO2 emissions in production to exceed d