The mechanical properties of magnesium alloy in different molding stages are very important factors to determine its application approaches in engineering. In order to ensure the prediction accuracy ...

Abstract: MXenes are an important class of 2-D materials with expected novel properties and myriad applications, including efficient energy conversion in batteries and solar cells, environmental and ...

Abstract: This work presents a framework for automatically extracting physical object properties, such as material composition, mass, volume, and stiffness, through robot manipulation and a database ...

ChemXploreML is a user-friendly desktop application specifically designed to bring the power of machine learning to chemistry research. It streamlines the entire machine learning pipeline for ...

[1] Ye, Linqi, Rankun Li, Xiaowen Hu, Jiayi Li, Boyang Xing, Yan Peng, and Bin Liang. "Unity RL Playground: A Versatile Reinforcement Learning Framework for Mobile Robots." arXiv preprint ...