Wuhan University Journal of Natural Sciences

Wuhan University Journal of Natural Sciences aims to promote rapid communication and exchange between the world and Wuhan University, as well as other Chinese universities and academic institutions. It mainly reflects the latest advances being made in many disciplines of scientific research in Chinese universities and academic institutions. [See Aims and scope]

Open Access

Navigating with Spatial Intelligence: A Survey of Scene Graph-Based Object Goal Navigation

Chi GUO, Aolin LI and Yiyue MENG

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 405-426

Published online: 04 November 2025
Open Access

The Properties of the Shear Gradient Operator and Its Application in Image Deblurring

Xiaofeng LIU, Lixuan LU and Tao ZHANG

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 427-440

Published online: 04 November 2025
Open Access

Second-Order Transconductance-Mode Universal Filter Based on CCCII and OTA

Jingqiang HOU, Xiangdong YE, Jie ZHEN and Yongan LI

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 441-446

Published online: 04 November 2025
Open Access

A Note on Projectively Coresolved Gorenstein Flat Complexes and Dimensions

Bowen DU and Bo LU

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 447-452

Published online: 04 November 2025
Open Access

New Proofs of Results about Proper Conflict-Free Coloring of Graphs

Taishan WANG, Xiaofeng FANG, Tao WANG and Huiling GUO

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 453-457

Published online: 04 November 2025
Open Access

Existence of Entire Radial Solutions to Monge-Ampère Type Systems

Pengfei LI

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 458-462

Published online: 04 November 2025
Open Access

Compact Commutators of Bilinear Fractional Integral Operators on Generalized Morrey Spaces

Fuli KU

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 463-470

Published online: 04 November 2025
Open Access

The Orlicz Minkowski Problem for Logarithmic Capacity

Min HE, Lijuan LIU and Hui ZENG

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 471-478

Published online: 04 November 2025
Open Access

Nonlinear Mixed Jordan Triple *-Higher Derivations on *-Algebras

Xinzhao YU and Jianhua ZHANG

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 479-489

Published online: 04 November 2025
Open Access

Gradientization of Herglotz-Type Equations and Stability of Their Solutions

Yi ZHANG

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 490-496

Published online: 04 November 2025
Open Access

Anti-Control of Hopf Bifurcation for a Chaotic System with Infinite Equilibria

Qin HAN

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 497-507

Published online: 04 November 2025
Open Access

Spatial Effects of Carbon Emission Trading Policy on Energy Efficiency in China: Mediating Role of Financial Efficiency and Industrial Structure

Zehua LÜ and Bin WANG

Wuhan Univ. J. Nat. Sci., 30 5 (2025) 508-522

Published online: 04 November 2025

Most read articles

76	Open Access Review A Survey of Adversarial Examples in Computer Vision: Attack, Defense, and Beyond Keyizhi XU, Yajuan LU, Zhongyuan WANG and Chao LIANG Wuhan Univ. J. Nat. Sci., 30 1 (2025) 1-20 Published online: 12 March 2025
44	Open Access BDAE: A Blockchain-Based and Decentralized Attribute-Based Encryption Scheme for Secure Data Sharing Shuangxi YANG Wuhan Univ. J. Nat. Sci., 29 3 (2024) 228-238 Published online: 03 July 2024
44	Open Access Semantic Segmentation Using DeepLabv3+ Model for Fabric Defect Detection Runhu ZHU, Binjie XIN, Na DENG and Mingzhu FAN Wuhan Univ. J. Nat. Sci., 27 6 (2022) 539-549 Published online: 10 January 2023
44	Open Access Fine-Tuning Pre-Trained CodeBERT for Code Search in Smart Contract Huan JIN and Qinying LI Wuhan Univ. J. Nat. Sci., 28 3 (2023) 237-245 Published online: 13 July 2023
41	Open Access Note on the Number of Solutions of Cubic Diagonal Equations over Finite Fields Shuangnian HU, Shihan WANG, Yanyan LI and Yujun NIU Wuhan Univ. J. Nat. Sci., 28 5 (2023) 369-372 Published online: 10 November 2023

Recent articles (published in the past 5 years)

11	Open Access Machine Learning-Based Quantitative Structure-Activity Relationship and ADMET Prediction Models for ERα Activity of Anti-Breast Cancer Drug Candidates Zonghuang XU Wuhan Univ. J. Nat. Sci., 28 3 (2023) 257-270 Published online: 13 July 2023
8	Open Access A Fault Diagnosis Model for Complex Industrial Process Based on Improved TCN and 1D CNN Mingsheng WANG, Bo HUANG, Chuanpeng HE, Peipei LI, Jiahao ZHANG, Yu CHEN and Jie TONG Wuhan Univ. J. Nat. Sci., 27 6 (2022) 453-464 Published online: 10 January 2023
7	Open Access The Space-Time Meshless Methods for the Solution of One-Dimensional Klein-Gordon Equations Zhiqiang ZHANG, Fuzhang WANG and Juan ZHANG Wuhan Univ. J. Nat. Sci., 27 4 (2022) 313-320 Published online: 26 September 2022
6	Open Access The Space-Time Semi-Analytical Meshless Methods for Coupled Burgers' Equations Zhiqiang ZHANG and Fuzhang WANG Wuhan Univ. J. Nat. Sci., 29 6 (2024) 572-578 Published online: 07 January 2025
6	Open Access Semantic Segmentation Using DeepLabv3+ Model for Fabric Defect Detection Runhu ZHU, Binjie XIN, Na DENG and Mingzhu FAN Wuhan Univ. J. Nat. Sci., 27 6 (2022) 539-549 Published online: 10 January 2023

272	Open Access Review A Survey of Adversarial Examples in Computer Vision: Attack, Defense, and Beyond Keyizhi XU, Yajuan LU, Zhongyuan WANG and Chao LIANG Wuhan Univ. J. Nat. Sci., 30 1 (2025) 1-20 Published online: 12 March 2025
150	Open Access Fine-Tuning Pre-Trained CodeBERT for Code Search in Smart Contract Huan JIN and Qinying LI Wuhan Univ. J. Nat. Sci., 28 3 (2023) 237-245 Published online: 13 July 2023
143	Open Access Semantic Segmentation Using DeepLabv3+ Model for Fabric Defect Detection Runhu ZHU, Binjie XIN, Na DENG and Mingzhu FAN Wuhan Univ. J. Nat. Sci., 27 6 (2022) 539-549 Published online: 10 January 2023
139	Open Access The Walsh Transform of a Class of Boolean Functions Niu JIANG, Zepeng ZHUO, Guolong CHEN and Liting WANG Wuhan Univ. J. Nat. Sci., 26 6 (2021) 453-458 Published online: 17 December 2021
126	Open Access The Global Attractor of 2D g-Navier-Stokes Equations with Damping and Delay Xiaoxia WANG, Jinping JIANG and Fukun ZHANG Wuhan Univ. J. Nat. Sci., 30 3 (2025) 269-275 Published online: 16 July 2025

Wuhan University Journal of Natural Sciences

Navigating with Spatial Intelligence: A Survey of Scene Graph-Based Object Goal Navigation

The Properties of the Shear Gradient Operator and Its Application in Image Deblurring

Second-Order Transconductance-Mode Universal Filter Based on CCCII and OTA

A Note on Projectively Coresolved Gorenstein Flat Complexes and Dimensions

New Proofs of Results about Proper Conflict-Free Coloring of Graphs

Existence of Entire Radial Solutions to Monge-Ampère Type Systems

Compact Commutators of Bilinear Fractional Integral Operators on Generalized Morrey Spaces

The Orlicz Minkowski Problem for Logarithmic Capacity

Nonlinear Mixed Jordan Triple -Higher Derivations on -Algebras

Gradientization of Herglotz-Type Equations and Stability of Their Solutions

Anti-Control of Hopf Bifurcation for a Chaotic System with Infinite Equilibria

Spatial Effects of Carbon Emission Trading Policy on Energy Efficiency in China: Mediating Role of Financial Efficiency and Industrial Structure

A Survey of Adversarial Examples in Computer Vision: Attack, Defense, and Beyond

BDAE: A Blockchain-Based and Decentralized Attribute-Based Encryption Scheme for Secure Data Sharing

Semantic Segmentation Using DeepLabv3+ Model for Fabric Defect Detection

Fine-Tuning Pre-Trained CodeBERT for Code Search in Smart Contract

Note on the Number of Solutions of Cubic Diagonal Equations over Finite Fields

A Survey of Adversarial Examples in Computer Vision: Attack, Defense, and Beyond

Fine-Tuning Pre-Trained CodeBERT for Code Search in Smart Contract

Semantic Segmentation Using DeepLabv3+ Model for Fabric Defect Detection

The Walsh Transform of a Class of Boolean Functions

The Global Attractor of 2D g-Navier-Stokes Equations with Damping and Delay

A Survey of Adversarial Examples in Computer Vision: Attack, Defense, and Beyond

Semantic Segmentation Using DeepLabv3+ Model for Fabric Defect Detection

Fine-Tuning Pre-Trained CodeBERT for Code Search in Smart Contract

Machine Learning-Based Quantitative Structure-Activity Relationship and ADMET Prediction Models for ERα Activity of Anti-Breast Cancer Drug Candidates

Portable Structure Surface Crack Detection System Based on Android Platform

Machine Learning-Based Quantitative Structure-Activity Relationship and ADMET Prediction Models for ERα Activity of Anti-Breast Cancer Drug Candidates

A Fault Diagnosis Model for Complex Industrial Process Based on Improved TCN and 1D CNN

The Space-Time Meshless Methods for the Solution of One-Dimensional Klein-Gordon Equations

The Space-Time Semi-Analytical Meshless Methods for Coupled Burgers' Equations

Semantic Segmentation Using DeepLabv3+ Model for Fabric Defect Detection

1335	Open Access Review A Survey of Adversarial Examples in Computer Vision: Attack, Defense, and Beyond Keyizhi XU, Yajuan LU, Zhongyuan WANG and Chao LIANG Wuhan Univ. J. Nat. Sci., 30 1 (2025) 1-20 Published online: 12 March 2025
618	Open Access Semantic Segmentation Using DeepLabv3+ Model for Fabric Defect Detection Runhu ZHU, Binjie XIN, Na DENG and Mingzhu FAN Wuhan Univ. J. Nat. Sci., 27 6 (2022) 539-549 Published online: 10 January 2023
553	Open Access Fine-Tuning Pre-Trained CodeBERT for Code Search in Smart Contract Huan JIN and Qinying LI Wuhan Univ. J. Nat. Sci., 28 3 (2023) 237-245 Published online: 13 July 2023
440	Open Access Machine Learning-Based Quantitative Structure-Activity Relationship and ADMET Prediction Models for ERα Activity of Anti-Breast Cancer Drug Candidates Zonghuang XU Wuhan Univ. J. Nat. Sci., 28 3 (2023) 257-270 Published online: 13 July 2023
403	Open Access Portable Structure Surface Crack Detection System Based on Android Platform Huifeng WANG, Haonan PENG, Yu TANG, Yueyuan GUAN, Yaru LIANG, Lisha WANG, Yu ZHAO, Xiaoyan WANG, Rong GAO and He HUANG Wuhan Univ. J. Nat. Sci., 29 2 (2024) 154-164 Published online: 14 May 2024