Parallel scientific research institutes: from digital transformation to intelligent revolution

Rui QIN; Xiaolong LIANG; Juanjuan LI; Wenwen DING; Jiachen HOU; Yutong WANG; Yonglin TIAN; Ding WEN

doi:10.11959/j.issn.2096-6652.202318

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Parallel scientific research institutes: from digital transformation to intelligent revolution

Special Topic: Frontier of R＆D in Parallel Intelligence | 更新时间：2024-04-04

- Parallel scientific research institutes: from digital transformation to intelligent revolution
- Chinese Journal of Intelligent Science and Technology Vol. 5, Issue 2, Pages: 212-221(2023)
- 作者机构：
  
  1. 中国科学院自动化研究所复杂系统管理与控制国家重点实验室，北京 100190
  2. 中国科学院自动化研究所多模态人工智能系统全国重点实验室，北京 100190
  3. 澳门科技大学创新工程学院，澳门 999078
  4. 北方自动控制技术研究所，山西太原 030006
  5. 中国科学院自动化研究所北京市智能化技术与系统工程技术研究中心，北京 100190
  6. 北京怀柔平行传感智能研究院，北京 101400
- 作者简介：
- 基金信息：
  
  The National Natural Science Foundation of China(62103411)
- DOI：10.11959/j.issn.2096-6652.202318
  CLC： C931
- Revised：2023-05-25，
  
  Online First：2023-06，
  
  Published：15 June 2023
- 稿件说明：
移动端阅览
Rui QIN, Xiaolong LIANG, Juanjuan LI, et al. Parallel scientific research institutes: from digital transformation to intelligent revolution[J]. Chinese Journal of Intelligent Science and Technology, 2023, 5(2): 212-221.
DOI：

Rui QIN, Xiaolong LIANG, Juanjuan LI, et al. Parallel scientific research institutes: from digital transformation to intelligent revolution[J]. Chinese Journal of Intelligent Science and Technology, 2023, 5(2): 212-221. DOI： 10.11959/j.issn.2096-6652.202318.

摘要

为应对当前科研院所在管理工作与科研业务方面面临的双重复杂性挑战，平行科研院所的概念被提出。平行科研院所以虚实互动的平行智能理论为基础，利用基于数字孪生与元宇宙的数字化建设技术、基于区块链与去中心化自治组织与运营（DAO）的分布式治理技术、基于多模态大数据与大模型的智能化决策技术以及基于分布式自主科学（DeSci）与人工智能驱动的科学（AI4S）的科学创新范式，形成基于复杂科学的科研院所变革引导方案，构建可信、可靠、可用和高效益的智慧科研组织与运营生态。介绍了平行科研院所的体系设计与关键技术，描述了其主要特征与优势，并探讨了其典型应用场景。平行科研院所超越简单的科研院所数字化转型，强调更高级的智能化变革，旨在促进科研院所的可持续健康发展。

Abstract

Aiming to address the dual complexities that current scientific research institutes face in both management work and research tasks

parallel scientific research institutes were proposed.Parallel scientific research institutes were constructed based on the virtual-real interactive parallel intelligence theory

which leveraged digital construction technologies based on digital twins and metaverse

distributed governance technologies based on blockchain and decentralized autonomous organizations and operations (DAOs)

intelligent decision-making technologies based on big data and foundation models

as well as scientific innovation paradigms based on decentralized science (DeSci) and artificial intelligence for science (AI4S).Their core goal was to form a prescriptive scheme for scientific research institute transformation driven by complex science

thereby constructing a trustworthy

reliable

usable

efficient and effective intelligent research organizational and operational ecosystem.The systematic design and key technologies of parallel scientific research institutes were introduced

their main characteristics and advantages were described

and their typical application scenarios were explored.Parallel scientific research institutes go beyond the simple digital transformation of scientific research institutes

and emphasize a higher level of intelligent transformation

promoting the sustainable and healthy development of scientific research institutes.

关键词

Keywords

references

WANG S , DING W W , LI J J , et al . Decentralized autonomous organizations:Concept,model,and applications [J ] . IEEE Transactions on Computational Social Systems , 2019 , 6 ( 5 ): 870 - 878 .

李娟娟 , 秦蕊 , 丁文文 , 等 . 基于Web3的去中心化自治组织和运营新框架 [J ] . 自动化学报 , 2023 , 49 ( 5 ): 985 - 998 .

LI J J , QIN R , DING W W , et al . A new framework for Web3-powered decentralized autonomous organizations and operations [J ] . Acta Automatica Sinica , 2023 , 49 ( 5 ): 985 - 998 .

QIN R , DING W , LI J , et al . Web3-based decentralized autonomous organizations and operations:Architectures,models and mechanisms [J ] . IEEE Transactions on Systems,Man,and Cybernetics:Systems , 2023 , 53 ( 4 ): 2073 - 2082 .

WANG F-Y , DING W , WANG X , et al . The DAO to DeSci:AI for free,fair,and responsibility sensitive sciences [J ] . IEEE Intelligent Systems , 2022 , 37 ( 2 ): 16 - 22 .

DING W , HOU J , LI J , et al . DeSci based on Web3 and DAO:a comprehensive overview and reference model [J ] . IEEE Transactions on Computational Social Systems , 2022 , 9 ( 5 ): 1563 - 1573 .

DING W , LI J , QIN R , et al . A new architecture and mechanism for decentralized science MetaMarkets [J ] . IEEE Transactions on Systems,Man,and Cybernetics:Systems , 2023 ,doi:10.1109/TSMC.2023.3266223,accepted.

WANG F Y , YANG J , WANG X , et al . Chat with ChatGPT on industry 5.0:learning and decision-making for intelligent industries [J ] . IEEE/CAA Journal of Automatica Sinica , 2023 , 10 ( 4 ): 831 - 834 .

WANG F Y , LI J , QIN R , et al . ChatGPT for computational social systems:from conversational applications to human-oriented operating systems [J ] . IEEE Transactions on Computational Social Systems , 2023 , 10 ( 2 ): 414 - 425 .

李娟娟 , 王戈 , 王晓 , 等 . 加密管理:一种基于区块链的新型组织管理模式 [J ] . 智能科学与技术学报 , 2022 , 4 ( 2 ): 145 - 156 .

LI J J , WANG G , WANG X , et al . Crypto management:a novel organizational management model based on blockchain [J ] . Chinese Journal of Intelligent Science and Technology , 2022 , 4 ( 2 ): 145 - 156 .

LI J J , QIN R , WANG F Y . The future of management:DAO to smart organizations and intelligent operations [J ] . IEEE Transactions on Systems,Man,and Cybernetics:Systems , 2022 , 53 ( 6 ): 3389 - 3399 .

王飞跃 . 人工社会、计算实验、平行系统——关于复杂社会经济系统计算研究的讨论 [J ] . 复杂系统与复杂性科学 , 2004 , 1 ( 4 ): 25 - 35 .

WANG F Y . Artificial societies,computational experiments,and parallel systems:a discussion on computational theory of complex socialeconomic systems [J ] . Complex Systems and Complexity Science , 2004 , 1 ( 4 ): 25 - 35 .

WANG F Y , WANG X , LI L , et al . Steps toward parallel intelligence [J ] . IEEE/CAA Journal of Automatica Sinica , 2016 , 3 ( 4 ): 345 - 348 .

WANG F-Y . Parallel intelligence in metaverses:welcome to Hanoi! [J ] . IEEE Intelligent Systems , 2022 , 37 ( 1 ): 16 - 20 .

QIN R , YUAN Y , WANG F Y . Blockchain-based knowledge automation for CPSS-oriented parallel management [J ] . IEEE Transactions on Computational Social Systems , 2020 , 7 ( 4 ): 1180 - 1188 .

WANG F Y , QIN R , WANG X , et al . Metasocieties in metaverse:Metaeconomics and metamanagement for metaenterprises and metacities [J ] . IEEE Transactions on Computational Social Systems , 2022 , 9 ( 1 ): 2 - 7 .

WANG Y , TIAN Y , WANG J , et al . Integrated inspection of QoM,QoP,and QoS for AOI industries in metaverses [J ] . IEEE/CAA Journal of Automatica Sinica , 2022 , 9 ( 12 ): 2071 - 2078 .

QIN R , YUAN Y , WANG F Y . A novel hybrid share reporting strategy for blockchain miners in PPLNS pools [J ] . Decision Support Systems , 2019 , 118 : 91 - 101 .

QIN R , YUAN Y , WANG F Y . Optimal block withholding strategies for Blockchain mining pools [J ] . IEEE Transactions on Computational Social Systems , 2020 , 7 ( 3 ): 709 - 717 .

王飞跃 . 平行管理:复杂性管理智能的生态科技与智慧管理之DAO [J ] . 自动化学报 , 2022 , 48 ( 11 ): 2655 - 2669 .

WANG F Y . Parallel management:The DAO to smart ecological technology for complexity management intelligence [J ] . Acta Automatica Sinica , 2022 , 48 ( 11 ): 2655 - 2665 .

WANG G , QIN R , LI J J , et al . ,A novel DAO-based parallel enterprise management framework in Web3 era [J ] . IEEE Transactions on Computational Social Systems , 2023 ,doi:10.1109/TCSS.2023.3239059,accepted.

WANG F W , DING W , QIN R , et al . Parallel philosophy for MetaOrganizations with MetaOperations:from Leibniz's monad to HanoiDAO [J ] . IEEE Transactions on Computational Social Systems , 2022 , 9 ( 3 ): 658 - 666 .

刘昕 , 王晓 , 张卫山 , 等 . 平行数据:从大数据到数据智能 [J ] . 模式识别与人工智能 , 2017 , 30 ( 8 ): 673 - 681 .

LIU X , WANG X , ZHANG W S , et al . Parallel data:From big data to data intelligence [J ] . Pattern Recognition and Artificial Intelligence , 2017 , 30 ( 8 ): 673 - 681 .

卢经纬 , 郭超 , 戴星原 , 等 . 问答ChatGPT之后:超大预训练模型的机遇和挑战 [J ] . 自动化学报 , 2023 , 49 ( 4 ): 705 - 717 .

LU J W , GUO C , DAI X Y , et al . The ChatGPT after:opportunities and challenges of very large scale pre-trained models [J ] . Acta Automatica Sinica , 2023 , 49 ( 4 ): 705 - 717 .

王飞跃 , 缪青海 , 张军平 , 等 . 探讨 AI for Science 的影响与意义:现状与展望 [J ] . 智能科学与技术学报 , 2023 , 5 ( 1 ): 1 - 6 .

WANG F W , MIAO Q H , ZHANG J P , et al . The DAOs to AI for science by DeSci:the state of the art and perspective [J ] . Chinese Journal of Intelligent Science and Technology , 2023 , 5 ( 1 ): 1 - 6 .

MIAO Q , HUANG M , LV Y , et al . Parallel learning between science for AI and AI for science:a brief overview and perspective [C ] . Proceedings of 2022 Australian ＆ New Zealand Control Conference . Piscataway:IEEE Press , 2022 : 171 - 175 .

WANG F W . The metaverse of mind:perspectives on DeSci for DeEco and DeSoc [J ] . IEEE/CAA Journal of Automatica Sinica , 2022 , 9 ( 12 ): 2043 - 2046 .

MIAO Q , ZHENG W , LV Y , et al . DAO to HANOI via DeSci:AI paradigm shifts from AlphaGo to ChatGPT [J ] . IEEE/CAA Journal of Automatica Sinica , 2023 , 10 ( 4 ): 877 - 897 .

DING W W , LIANG X L , HOU J C , et al . A novel approach for predictable governance of decentralized autonomous organizations based on parallel intelligence [J ] . IEEE Transactions on Systems,Man,and Cybernetics:Systems , 2023 , 53 ( 5 ): 3092 - 3103 .

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