Research on the Application of Mathematics in Major Scientific and Technological Fields in the New Era
The development of mathematics is a key influencing factor for technological innovation and the fundamental driving force for technological updates in the new era.This article explores the key role of mathematics in the fields of artificial intelligence,biotechnology,quantum technology,sustainable energy,the Internet of Things,and big data through research on its application in the new era of technology.In the field of artificial intelligence,mathematical models provide the foundation for algorithm design and model training,driving the development of machine learning and neural network deep learning,and breaking through the technical barriers of text analysis and language generation in natural language processing.In terms of biotechnology,mathematical algorithms are the foundation of gene sequence analysis,supporting the modeling and interpretation of biological data,and promoting the development of genomics and medical image processing.In the field of quantum technology,mathematics plays a crucial role in quantum algorithm design and quantum computer performance analysis,ensuring the security of protocol design and quantum keys in quantum communication.In terms of sustainable energy,the prediction and optimization of energy systems and renewable energy also need to be based on mathematical methods.In the fields of the Internet of Things and big data,mathematics reveals the operational rules of big data in data mining and analysis,and mathematical modeling is also a technical means for big data prediction and decision-making.However,the application of mathematics still faces challenges,as it involves the fusion of highly abstract and practical problems,as well as the handling of data uncertainty.
artificial intelligencebiotechnologyquantum science and technologysustainable energyInternet of Things
万方数据
维普
