期刊论文

中文

世界核地质科学

1672-0636

2024

40

03

555-564

湖南省自然科学基金(编号:2023JJ30506)资助。

本校为第一机构

机器学习有自动性、高准确性、可扩展性等优势,适用于大数据处理和自适应任务。在地球物理勘探中运用,可大幅提高勘探效率和准确性,促进技术进步,实现地球物理向智能化解译的发展。文章首先介绍了机器学习在地球物理领域的常用先进方法...展开更多 机器学习有自动性、高准确性、可扩展性等优势,适用于大数据处理和自适应任务。在地球物理勘探中运用,可大幅提高勘探效率和准确性,促进技术进步,实现地球物理向智能化解译的发展。文章首先介绍了机器学习在地球物理领域的常用先进方法,如深度学习、深度神经网络、BP神经网络、支持向量机和随机森林的基本原理和分类特点。其次介绍了放射性勘探、地球...

Machine learning has the advantages of automation,high accuracy and scalability,which is suitable for big data processing and adaptive tasks.The application of machine learning in geophysical exploration can greatly improve the efficiency and accuracy,promote technologi...MORE Machine learning has the advantages of automation,high accuracy and scalability,which is suitable for big data processing and adaptive tasks.The application of machine learning in geophysical exploration can greatly improve the efficiency and accuracy,promote technological progress,and realize the development of geophysi...