ALGO Team Intern Guidelines (CV) Introduction As part of our algorithm team, you will be working on the Multi-Model Embedding project, focusing on evaluating the performance of different embedding approaches specifically for image data. This guideline outlines the required background knowledge, tools, and tasks you will undertake during your internship. Required Background Knowledge AI+Science: Recent advances and applications of deep learning methods in materials science, npj Computational Materials, 2022Understand the integration of deep learning techniques in materials science and their impact. Computer Vision (CV):

现阶段 - Materials Project, Matminer, DeepChem, AutoMatminer Materials Project:描述：提供材料的计算数据，包括结构、热力学性质、电子结构等。 网站： Materials Project 数据类型：结构化数据、数值数据。 Matminer: 描述：Python资料库和工具集，用于材料数据的获取、分析和机器学习。 网站： Matminer