Reflections on Innovative Approaches to Autonomous Simulation Software

doi:10.16182/j.issn1004731x.joss.25-0446

Abstract

Abstract:

Given China's weak foundation in simulation software, simply replicating the development paths of these global leading companies offers limited potential for leapfrog development. Based on an analysis of pitfalls in the independent innovation of domestic simulation software, this paper proposed and elaborated on six strategic approaches: avoiding established paths, aligning with national realities, pursuing extreme performance, leveraging special needs to advance technology, building new systems from the ground up, and embracing artificial intelligence (AI)-native architectures. These strategies aim to provide new perspectives for the independent innovation and development of domestic simulation software.

Key words: autonomous simulation, industrial software, independent innovation, national-condition awareness, AI-native architecture

CLC Number:

TP391.9

Tian Feng. Reflections on Innovative Approaches to Autonomous Simulation Software[J]. Journal of System Simulation, 2025, 37(7): 1879-1884.

References 11

[1]	中国仿真学会. 中国仿真技术产业白皮书[R]. 北京: 机械工业出版社, 2020: 33.
[2]	豆豆. 天幕红尘[M]. 北京: 作家出版社, 2013.
[3]	田锋. 苦旅寻真: 求索中国仿真解困之道[M]. 北京: 机械工业出版社, 2020.
[4]	田锋. 中国工业软件公司的十个重要认知[EB/OL]. (2024-08-26) [2025-05-06]. .
[5]	杨国梁. 以规划引领创新以创新驱动发展[J]. 中国科学院院刊, 2019, 36(3): 27.
	Yang Guoliang. Leading Innovation with Planning and Driving Development with Innovation[J]. Bulletin of Chinese Academy of Sciences, 2019, 36(3): 27.
[6]	艾·里斯, 杰克·特劳特. 定位(20周年纪念版)[M]. 北京: 机械工业出版社, 2021: 50-52.
[7]	田锋. 安世亚太田锋: 中国仿真何以自主, 唯有出奇[C]//中国工业软件创新峰会论文集. 北京: 中国机械工程学会, 2020: 65.
[8]	克莱顿·克里斯坦森. 创新者的窘境[M]. 胡建桥, 译. 北京: 中信出版社, 2010.
	Christensen C M. The Innovator's Dilemma Innovator's Dilemma[M]. Translated by Hu Jianqiao. Beijing: CITIC Publishing House, 2010.
[9]	中国工业合作协会仿真技术产业分会. 国产自主工业仿真软件发展白皮书[R]. 北京: 中国工业合作协会, 2025.
[10]	田锋. 工业软件沉思录[M]. 北京: 人民邮电出版社, 2023.
[11]	张蕴. 中国科学院院士郭旭: 开拓创新, 发展自主可控的CAE软件[N]. 科技日报, 2025-01-10 (005).

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