《Nature Computational Science》期刊

杂志介绍

JCR分区

中科院分区

1区

影响因子

20.3

CiteScore

25.4

期刊收录

SCIE

Nature Computational Science（中文译名：《自然计算科学》），ISSN：2662-8457，是Springer Nature出版的国际性学术期刊，2026年总发文量约94篇。该刊采用混合开放访问，学科归属为Multiple。该刊是计算机科学、计算机跨学科应用领域的国际权威刊物，已被SCIE（科学引文索引扩展版）等国际主流学术数据库收录。2026年期刊影响因子达20.3，2025年期刊CiteScore为25.4，2025年期刊自引率约2.5%，在中科院期刊分区体系中位列计算机科学大类1区TOP 期刊，在所属学科领域具备高学术影响力与国际认可度。Nature Computational Science长期聚焦计算机科学、计算机跨学科应用及相关产业的技术应用前沿，在稿件录用评判中，该刊将创新性与前沿性作为核心遴选标准，重点收录能够对计算机科学、计算机跨学科应用领域的落地与发展产生实质性推动价值的研究成果。

期刊评价

名词解释：

影响因子（Impact Factor, IF）：指该期刊前两年发表的文章，在第三年的平均被引用次数。它反映了期刊的近期平均影响力和热度。

中科院分区：中科院分区表是国内主流的学术期刊分级评价工具，核心意义是建立跨学科可比的统一评价标尺，为职称评审、学位授予、科研立项等科研管理工作提供标准化量化依据，同时帮助科研人员筛选优质期刊、规避学术风险，适配国内本土化的科研评价需求。

期刊分区表

《新锐期刊分区表》（2026年3月发布）

大类学科	小类学科	Top期刊	综述期刊
计算机科学 1区	COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS 计算机：跨学科应用 COMPUTER SCIENCE, THEORY & METHODS 计算机：理论方法 MULTIDISCIPLINARY SCIENCES 综合性期刊 1区 1区 1区	是	否

期刊分区表（2025年3月升级版）

大类学科	小类学科	Top期刊	综述期刊
计算机科学 1区	COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS 计算机：跨学科应用 COMPUTER SCIENCE, THEORY & METHODS 计算机：理论方法 MULTIDISCIPLINARY SCIENCES 综合性期刊 1区 1区 1区	是	否

JCR分区

2025-2026年最新版

按JCI指标学科分区	收录子集	分区	排名	百分位
学科：COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS	SCIE	Q1	3 / 185	98.6
学科：COMPUTER SCIENCE, THEORY & METHODS	SCIE	Q1	2 / 146	99
学科：MULTIDISCIPLINARY SCIENCES	SCIE	Q1	7 / 140	95.4
学科：COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS	SCIE	Q1	4 / 185	98.11
学科：COMPUTER SCIENCE, THEORY & METHODS	SCIE	Q1	2 / 147	98.98
学科：MULTIDISCIPLINARY SCIENCES	SCIE	Q1	6 / 140	96.07

2023-2024年最新版

按JCI指标学科分区	收录子集	分区	排名	百分位
学科：COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS	ESCI	Q1	2 / 169	99.1
学科：COMPUTER SCIENCE, THEORY & METHODS	ESCI	Q1	4 / 143	97.6
学科：MULTIDISCIPLINARY SCIENCES	ESCI	Q1	9 / 134	93.7
学科：COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS	ESCI	Q1	5 / 169	97.34
学科：COMPUTER SCIENCE, THEORY & METHODS	ESCI	Q1	5 / 143	96.85
学科：MULTIDISCIPLINARY SCIENCES	ESCI	Q1	11 / 135	92.22

中国学者近期发文

HorusEye: a self-supervised foundation model for generalizable X-ray tomography restoratio

Author:Chu, Yuetan; Zhou, Longxi; Luo, Gongning; Kang, Kai; Dong, Suyu; Han, Zhongyi; Wu, Lianming; Meng, Xianglin; Yang, Changchun; Guo, Xin; Cheng, Yuan; Qi, Yuan; Liu, Xin; Xie, Dexuan; Li, Yue; Henao, Ricardo; Xiao, Xigang; Cao, Shaodong; Setti, Gianluca; Qiu, Zhaowen; Gao, Xin

Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. 6, Issue 4, pp. -. DOI: 10.1038/s43588-026-00973-3

DualGPT-AB: a dual-stage generative optimization framework for therapeutic antibody desig

Author:Xie, Dongna; Chen, Siyuan; Zeng, Xi; Lu, Dazhi; Jiao, Shaoqing; Xiao, Shuyuan; Liu, Jiaming; Hao, Jianye; Dai, Hui; Peng, Jiajie

Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s43588-026-00976-0

Feature-preserving manifold approximation and projection to analyze single-cell dat

Author:Yang, Yang; Gong, Jialei; Sun, Hongjian; Choo, Amos; Mar, Jessica Cara; Wei, Yunbo; Zhang, Yu; Zhang, Wenjie; Shu, Minglei; Tuong, Zewen Kelvin; Yu, Di

Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s43588-026-00970-6

Self-optimized spectral distance for low-light high-throughput Raman hyperspectral imagin

Author:Chen, Yurong; Wang, Shen; Wang, Yaonan; Mao, Jianxu; Liu, Lizhu; Cao, Xiaoxu; Chen, Zhuo; Zhang, Hui

Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s43588-026-00957-3

Mapping the potential and limitations of using generative AI technologies to address socio-economic challenges in LMIC

Author:Adams, Rachel; Adeleke, Fola; Junck, Leah; Alayande, Ayantola; Gupta, Aarushi; Aneja, Urvashi; Segun, Samuel; Parkes-Ratanshi, Rosalind; Abdella, Selam; Gaffley, Mark; Mahoney, Scott; Makamu, Rirhandzu; Eghele Adade, Nana; Bian, Liping; Kintu, Timothy; Mugume, Atwine; Germani, Aline; El Kawak, Michelle; Patel, Bheeshma; Lawa, Olanrewaju; Khalid, Sara; Adekanmbi, Olubayo; Sikiru, Rasheedat; Ogunremi, Toyib; Yusuf, Farhan; Minaye, Hanna; Etuk, Imo; Nsenga, Jimmy; Urs, Uma; Zaman, Marzia; Mamun, Khondaker A.; Resende, Vivian; Faria Silva Trocoli-Couto, Pedro Henrique; Zaimova, Rositsa; Alpha Diallo, Mamadou; Kofi Quakyi, Nana; Liu, Xiao Fan; Jjingo, Daudi; Elhajj, Imad; Nakatumba-Nabende, Joyce; Roman, Tamlyn Eslie; Mustafa, Maryam; Hendry, Brenda; Hooda, Yogesh; Anebelundu, Chinazo; Khanal, Bishesh; Sultan, Faisal; Ravi, Nirmal; Akogo, Darlington; Brey, Zameer; Cohen, Dave; Proctor, Joshua; Mohamedali, Essa; Mobisson, Nneka; Taylor, Amelia; Archegas, Joao; Mahale, Amrita; Lesh, Neal; Duncan, Enrica; Maginga, Theofrida J.; Morales, Hugo Manuel Paz; Pereira Dos Santos, Henrique Dias; Vo, Tue; Th Nguyen, Trang; Korom, Robert; Leventhal, Michael; Jain, Shashi; Maria De Oliveira Ciabati, Livia; Devarsetty, Praveen; Hirst, Jane; Sharma, Ankita; Chowdhury, Moinul; Araujo Lima, Henrique; Govathson, Caroline; Morris, Sarah

Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s43588-026-00960-8

A neural network that bridges sensory experience and symbolic though

Author:Chen, Yang; Bi, Yanchao

Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s43588-026-00968-0

De novo design of functional nucleic acids of aptamer

Author:Zhang, Zhiming; Jiang, Meng; He, Axin; Zhu, Youyuan; Wang, Ercheng; Wan, Liqi; Qiu, Jiezhong; Guo, Pei; Chen, Guangyong; Han, Da

Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s43588-026-00965-3

BrainParc: unified lifespan brain parcellation from structural magnetic resonance image

Author:Liu, Jiameng; Liu, Feihong; Sun, Kaicong; Cui, Zhiming; Sun, Tianyang; Cao, Zehong; Huang, Jiawei; Bai, Shuwei; Wang, Yulin; Dou, Yulong; Zhang, Kaicheng; Jiang, Caiwen; Ge, Yuyan; Zhang, Han; Shi, Feng; Shen, Dinggang

Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s43588-026-00963-5

A neural network for modeling human concept formation, understanding and communicatio

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Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s43588-026-00956-4

A generative spike prediction model using behavioral reinforcement for re-establishing neural functional connectivit

Author:Wu, Shenghui; Song, Zhiwei; Zhang, Xiang; Huang, Yifan; Chen, Shuhang; Shen, Xiang; Tan, Jieyuan; Li, Mingdong; Wang, Ziyi; Chen, Yujun; Liu, Kai; Farina, Dario; Principe, Jose C.; Wang, Yiwen

Journal: NATURE COMPUTATIONAL SCIENCE. 2026; Vol. , Issue , pp. -. DOI: 10.1038/s43588-025-00915-5