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Yongjun Xu, Xin Liu, Xin Cao, Changping Huang, Enke Liu, Sen Qian, Xingchen Liu, Yanjun Wu, Fengliang Dong, Cheng‐Wei Qiu and 38 more
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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Xu, Y., Liu, X., Cao, X., Huang, C., Liu, E., Qian, S., Liu, X., Wu, Y., Dong, F., Qiu, C., Qiu, J., Hua, K., Su, W., Wu, J., Xu, H., Han, Y., Fu, C., Yin, Z., Liu, M., … Zhang, J. (2021). Artificial intelligence: A powerful paradigm for scientific research. The Innovation, 2(4), 100179. https://doi.org/10.1016/j.xinn.2021.100179
Xu, Yongjun, et al. "Artificial intelligence: A powerful paradigm for scientific research." The Innovation, vol. 2, no. 4, 2021, pp. 100179, https://doi.org/10.1016/j.xinn.2021.100179.
Xu, Yongjun, Xin Liu, Xin Cao, Changping Huang, Enke Liu, Sen Qian, Xingchen Liu, et al. "Artificial intelligence: A powerful paradigm for scientific research." The Innovation 2, no. 4 (2021): 100179. https://doi.org/10.1016/j.xinn.2021.100179.
Xu Y., Liu X., Cao X. [и др.] Artificial intelligence: A powerful paradigm for scientific research // The Innovation. — 2021. — Vol. 2, № 4. — P. 100179. — URL: https://doi.org/10.1016/j.xinn.2021.100179
@article{xu2021artificial,
title = {{Artificial intelligence: A powerful paradigm for scientific research}},
author = {Yongjun Xu and Xin Liu and Xin Cao and Changping Huang and Enke Liu and Sen Qian and Xingchen Liu and Yanjun Wu and Fengliang Dong and Cheng‐Wei Qiu and Junjun Qiu and Keqin Hua and Wentao Su and Jian Wu and Huiyu Xu and Yong Han and Chenguang Fu and Zhigang Yin and Miao Liu and Ronald Roepman and Sabine Dietmann and Marko Virta and Fredrick Orori Kengara and Ze Zhang and Lifu Zhang and Taolan Zhao and Ji Dai and Jialiang Yang and Liang Lan and Ming Luo and Zhaofeng Liu and Tao An and Bin Zhang and Xiao Bing He and Shan Cong and Xiaohong Liu and Wei Zhang and James P. Lewis and James M. Tiedje and Qi Wang and Zhulin An and Fei Wang and Libo Zhang and Tao Huang and Chuan Lü and Zhipeng Cai and Wang Fang and Jiabao Zhang},
journal = {The Innovation},
year = {2021},
volume = {2},
number = {4},
pages = {100179},
doi = {10.1016/j.xinn.2021.100179},
url = {https://doi.org/10.1016/j.xinn.2021.100179}
}TY - JOUR AU - Xu, Yongjun AU - Liu, Xin AU - Cao, Xin AU - Huang, Changping AU - Liu, Enke AU - Qian, Sen AU - Liu, Xingchen AU - Wu, Yanjun AU - Dong, Fengliang AU - Qiu, Cheng‐Wei AU - Qiu, Junjun AU - Hua, Keqin AU - Su, Wentao AU - Wu, Jian AU - Xu, Huiyu AU - Han, Yong AU - Fu, Chenguang AU - Yin, Zhigang AU - Liu, Miao AU - Roepman, Ronald AU - Dietmann, Sabine AU - Virta, Marko AU - Kengara, Fredrick Orori AU - Zhang, Ze AU - Zhang, Lifu AU - Zhao, Taolan AU - Dai, Ji AU - Yang, Jialiang AU - Lan, Liang AU - Luo, Ming AU - Liu, Zhaofeng AU - An, Tao AU - Zhang, Bin AU - He, Xiao Bing AU - Cong, Shan AU - Liu, Xiaohong AU - Zhang, Wei AU - Lewis, James P. AU - Tiedje, James M. AU - Wang, Qi AU - An, Zhulin AU - Wang, Fei AU - Zhang, Libo AU - Huang, Tao AU - Lü, Chuan AU - Cai, Zhipeng AU - Fang, Wang AU - Zhang, Jiabao TI - Artificial intelligence: A powerful paradigm for scientific research JO - The Innovation VL - 2 IS - 4 SP - 100179 PY - 2021 DA - 2021/10/28 DO - 10.1016/j.xinn.2021.100179 UR - https://doi.org/10.1016/j.xinn.2021.100179 ER -
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