人工智能赋能“计算材料学”海洋特色化教学的改革与实践  

Reform and practice of marine featured teaching in“Computational Materials Science”under the background of artificial intelligence empowerment

作　　者：李文 李振 冯荟蒙 王巍 陈守刚 LI Wen;LI Zhen;FENG Huimeng;WANG Wei;CHEN Shougang(School of Materials Science and Engineering,Ocean University of China,Qingdao 266404,China;School of Materials Science and Engineering,China University of Petroleum(East China),Qingdao 266580,China)

机构地区：[1]中国海洋大学材料科学与工程学院,青岛266404 [2]中国石油大学(华东)材料科学与工程学院,青岛266580

出　　处：《武汉轻工大学学报》2024年第6期117-121,共5页Journal of Wuhan Polytechnic University

基　　金：中国海洋大学研究生教育教学研究项目(编号:HDJG24014);中国石油大学(华东)校级教学改革项目(编号:QN2022014);山东省研究生教育质量提升计划项目(编号:SDJAL2022007);中国海洋大学本科教育教学研究重点项目(编号:2024ZD27).

摘　　要：针对“计算材料学”课程理论性强、学生知识盲区多、课程缺乏特色、教学内容陈旧等问题,通过人工智能技术与课堂教学的深度融合,打造课程先修知识库、海洋材料计算模拟应用案例库、材料计算模拟+人工智能赋能新材料研发案例库、自主探究素材库、课程思政案例库,完善了学生的理论知识体系,形成了海洋材料特色化的授课内容,引入了人工智能科技前沿,实现了知识教学与思政渗透的有机结合,提升了教学效果与学生的科研创新能力。文中提出的教学改革策略可为高校人工智能赋能相关课程的特色化教学改革提供参考。In response to the problems of strong theoretical basis,multiple knowledge blind spots,lack of distinctive features,and outdated teaching content in the course of“Computational Materials Science”,a deep integration of artificial intelligence technology and classroom teaching has been achieved.By constructing pre-course knowledge bases,marine material calculation simulation application case bases,material calculation plus artificial intelligence empowered new material research and development case bases,independent exploration material bases and ideological and political case bases,the students'theoretical knowledge system have been improved.A distinctive teaching content for marine materials is formed.A cutting-edge artificial intelligence technology is introduced.The organic combination of knowledge teaching and ideological and political infiltration is achieved.Finally,the teaching effectiveness and students'scientific research and innovation ability are improved.The teaching reform strategy proposed in this paper can provide reference for the characteristic teaching reform of the courses related to artificial intelligence empowerment in universities.

关 键 词：人工智能 海洋特色 材料模拟计算 教学改革 计算材料学 

分 类 号：G642.0[文化科学—高等教育学]