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October 28, 2021The Innovation1,681 citationsOpen Access

Artificial intelligence: A powerful paradigm for scientific research

YXYongjun XuXLXin LiuXCXin Cao

Key Points

  • This paper aims to survey the integration of AI technologies in various fundamental scientific fields.
  • Comprehensive survey of AI applications across disciplines such as mathematics, medical science, and physics.
  • Analysis of challenges and potential solutions using AI in fundamental sciences.
  • Discussion of emerging research trends related to integrating AI techniques in scientific domains.
  • AI and machine learning techniques are transforming approaches to data analysis in fundamental sciences.
  • Integration of AI shows promise in addressing specific challenges faced across scientific disciplines.
  • Emerging trends indicate a potential for sustainable growth in AI application within various fields.

Abstract

Y Artificial intelligence (AI) coupled with promising machine learning (ML) techniques well known from computer science is broadly affecting many aspects of various fields including science and technology, industry, and even our day-to-day life. The ML techniques have been developed to analyze high-throughput data with a view to obtaining useful insights, categorizing, predicting, and making evidence-based decisions in novel ways, which will promote the growth of novel applications and fuel the sustainable booming of AI. This paper undertakes a comprehensive survey on the development and application of AI in different aspects of fundamental sciences, including information science, mathematics, medical science, materials science, geoscience, life science, physics, and chemistry. The challenges that each discipline of science meets, and the potentials of AI techniques to handle these challenges, are discussed in detail. Moreover, we shed light on new research trends entailing the integration of AI into each scientific discipline. The aim of this paper is to provide a broad research guideline on fundamental sciences with potential infusion of AI, to help motivate researchers to deeply understand the state-of-the-art applications of AI-based fundamental sciences, and thereby to help promote the continuous development of these fundamental sciences.

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Cite This Study

Xu et al. (2021) studied this question.

synapsesocial.com/papers/69d85d3038c00da8b4bed9edhttps://doi.org/10.1016/j.xinn.2021.100179
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