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• 2025

  Data-Driven Digital Transformation in Commercial Complexes: A Consumer-Centric Approach to Enhancing Engagement with CP Group

  Liu, K., 25 Jun 2025, (Submitted) The Palgrave Encyclopedia of Cyberpsychology. Cham, Switzerland: Springer Nature Switzerland

  Research output: Chapter in Book or Report/Conference proceeding › Chapter › peer-review

• Data-driven learning of collocations by Chinese learners of English: a longitudinal perspective

  Liu, T. & Gablasova, D., 2025, In: Computer Assisted Language Learning. 38, 3, p. 612-637 26 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Chinese 100%
  • Data-Driven Learning 100%
  • English 100%
  • Research Design 16%
  • Linguistic Feature 16%
  4 Citations (Scopus)

• Data-driven multifidelity topology design for enhancing turbulent natural convection cooling

  Luo, J. W., Yaji, K., Chen, L. & Tao, W. Q., 1 May 2025, In: International Journal of Heat and Mass Transfer. 240, 126659.

  Research output: Contribution to journal › Article › peer-review

  • Natural Convection 100%
  • Turbulent Natural Convection 100%
  • Heating Power 75%
  • Design Method 50%
  • Maximum Temperature 25%
  2 Citations (Scopus)

• Data-driven multi-fidelity topology design of fin structures for latent heat thermal energy storage

  Luo, J. W., Yaji, K., Chen, L. & Tao, W. Q., 1 Jan 2025, In: Applied Energy. 377, 124596.

  Research output: Contribution to journal › Article › peer-review

  • Latent Heat Thermal Energy Storage 100%
  • Solving Optimization Problem 33%
  • Solidification Time 33%
  • Enthalpy Method 33%
  10 Citations (Scopus)

• Data Exploration & Visual Analytics in AI Era

  Yu, L. (Guest ed.), Bikakis, N. (Guest ed.), Chrysanthis, P. K. (Guest ed.), Li, G. (Guest ed.) & Papastefanatos, G. (Guest ed.), 2025, (In preparation) In: Big Data Research.

  Research output: Contribution to journal › Editorial

• Data Mining Approach to Melatonin Treatment in Alzheimer’s Disease: New Gene Targets MMP2 and NR3C1

  Zhang, J., Tsui, K. C., Lee, H. Y., Aquili, L., Wong, K. H., Kocabicak, E., Temel, Y., Lu, Z., Fung, M. L., Kalueff, A. & Lim, L. W., Jan 2025, In: International Journal of Molecular Sciences. 26, 1, 338.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Data Mining 100%
  • Programmed Cell Death 100%
  • Melatonin 100%
  • Gelatinase A 100%
  • MMP2 100%
  1 Citation (Scopus)

• DCMA-Net: A dual channel multi-scale feature attention network for crack image segmentation

  Yan, Y., Sun, J., Zhang, H., Tang, C., Wu, X., Wang, S. & Zhang, Y., 15 May 2025, In: Engineering Applications of Artificial Intelligence. 148, 110411.

  Research output: Contribution to journal › Article › peer-review

  • Multiscale 100%
  • Scale Feature 100%
  • Crack Detection 80%
  • Feature Extraction 40%
  • Experimental Result 20%
  1 Citation (Scopus)

• Decentralising architectural design through data governance

  Dounas, T., Lombardi, D. & McDonald, H., May 2025, Blockchain, Smart Contracts and Distributed Ledger Technologies in the Built Environment: Key concepts, technologies, and applications. Kassem, M., Maciel, A. & Hall, D. M. (eds.). The Institution of Engineering and Technology, p. 207-237 31 p.

  Research output: Chapter in Book or Report/Conference proceeding › Chapter › peer-review

  • Data Governance 100%
  • Architectural Design 100%
  • Design Experiment 33%
  • Design of Experiments 33%
  • Experiment Design 33%

• Deciphering the genetic interplay between depression and dysmenorrhea: a Mendelian randomization study

  Liu, S., Wei, Z., Carr, D. F. & Moraros, J., Jan 2025, In: Briefings in Bioinformatics. 26, 1, bbae589.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Expression Quantitative Trait Loci 100%
  • GRK4 50%
  • Reproductive Medicine 12%

• Decision Support System for the Safety Management of Bridges on Large Railway Networks

  Monti, G., Rabi & Marella, L., 2025, In: Reliability Engineering and System Safety.

  Research output: Contribution to journal › Article › peer-review

• Decoding ESG Report Narratives: Unveiling Sustainable Supply Chain Insights and Impacts Through Textual Analysis

  Wang, Y., Peng, Y. & Yang, C., Mar 2025, In: Corporate Social Responsibility and Environmental Management. 32, 2, p. 2559-2581 23 p.

  Research output: Contribution to journal › Article › peer-review

  • Supply Chain Management 100%
  • Textual Analysis 100%
  • Environmental, Social and Corporate Governance 100%
  • Transport 12%

• Decoding PM_2.5 oxidative potential in Ningbo, China: Key chemicals, sources, and health risks via dual-assay and machine learning

  Famiyeh, L., Chen, K., Xu, J., Tesema, F. B., Solomon, M., Ji, D., Xu, H., Wang, C., Guo, Q., Wen, C., Zhou, J. L. & He, J., 5 Sept 2025, In: Journal of Hazardous Materials. 495, 138877.

  Research output: Contribution to journal › Article › peer-review

  • Dithiothreitol 100%
  • Table Salt 100%
  • Sea Salt 20%
  • Biomass Burning 20%
  • Oxidative Stress 20%

• Decomposition and Coordination-Based Iterative Identification for a Class of Separable Nonlinear Models

  Zhou, Y., Liu, Q. & Yang, D., 2025, Proceedings of the 16th International Conference on Modelling, Identification and Control, ICMIC 2024. Chen, Q., Su, T., Liu, P. & Zhang, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 194-200 7 p. (Lecture Notes in Electrical Engineering; vol. 1315 LNEE).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Nonlinear Model 100%
  • Radial Basis Function 100%
  • Parameter Estimation 50%
  • Simulation Example 50%
  • Nonlinear Parameter 50%

• Deep Learning and Machine Learning Algorithms: A Blood-Brain Barrier Permeability Prediction Model with Accuracy

  Ahluwalia, A., Awuah, W. A., Shah, M. H., Sanker, V., Darko, K., Ben-Jaafar, A., Tan, J. K., Ranganathan, S., Pearl, T. O., Aderinto, N., Abdul-Rahman, T., Atallah, O., Alexiou, A. & Ashraf, G. M., 2025, Neuromethods. Humana Press Inc., p. 371-390 20 p. (Neuromethods; vol. 221).

  Research output: Chapter in Book or Report/Conference proceeding › Chapter › peer-review

  • Machine Learning Algorithm 100%
  • Blood Brain Barrier 100%
  • Blood-Brain Barrier 100%
  • Brain Barrier 100%
  • Neurological System 100%

• Deep learning for polymer scaffold bioimage analysis: Opportunities and challenges

  Sun, J., Yao, K., Zhu, H., Huang, K. & Huang, D., 2025, In: International Journal of Bioprinting. 11, 2, p. 16-33 18 p.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Drug Screening 100%
  • Magnetic Resonance Imaging 100%
  • Image Analysis 100%
  • Biocompatibility 100%
  • Cytotechnology 100%

• Deep learning in produce perception of harvesting robots: A comprehensive review

  Jin, Y., Xia, X., Gao, Q., Yue, Y., Lim, E. G., Wong, P., Ding, W. & Zhu, X., Apr 2025, In: Applied Soft Computing. 174, 112971.

  Research output: Contribution to journal › Review article › peer-review

  Open Access

  • Computer Vision 100%

• Deep Learning with Gated Recurrent Unit Recurrent Neural Networks and Multi-objective Optimisation for Portfolio Management

  Liu, Y. & Yu, L., 2025, the 7th International Conference on Pattern Recognition and Artificial Intelligence. IEEE, p. 1037-1042

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Deep Multi-View Factor Entropy Pooling: A Novel Framework for Adaptive Portfolio Optimization

  Christopher Tjahyadi, O., Su, J. & Jiang, Z., 2025, 2025 21st International Conference on Intelligent Computing.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Deep Reinforcement Learning 100%
  • Portfolio Selection 100%
  • Volatility 50%
  • Learning Agent 33%
  • Information Loss 33%

• Deep Neural Network-Enhanced Sliding Mode Observers for Interior Permanent Magnet Synchronous Motors

  Zhao, Y., Huang, Y., Lim, C. S., Chen, X. & Yang, Y., 2025, Proceedings of 2024 International Conference on Smart Electrical Grid and Renewable Energy, SEGRE 2024 - Volume 2. Wen, F., Liu, H., Wen, H. & Wang, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 649-661 13 p. (Lecture Notes in Electrical Engineering; vol. 1336 LNEE).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Measurement Error 100%

• Deep Reinforcement Learning-based Portfolio Optimization with Black-Litterman Model under Elliptical Distributions

  Mikriukov, D., Sun, R. & Jiang, Z., 2025, (Accepted/In press) 2025 21st International Conference on Intelligent Computing.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Deep Reinforcement Learning 100%
  • Reinforcement Learning 100%
  • Portfolio Selection 100%
  • Capital Market Returns 50%
  • Convolutional Neural Network 25%

• DeepSeaNet: An Efficient UIE Deep Network

  Li, J., Ouyang, Y., Wang, H., Wu, D. & Pan, Y., Jun 2025, In: Electronics (Switzerland). 14, 12, 2411.

  Research output: Contribution to journal › Article › peer-review

• Delving into Adversarial Robustness on Document Tampering Localization

  Shao, H., Qian, Z., Huang, K., Wang, W., Huang, X. & Wang, Q., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 290-306 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15123 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Black-Box Attack 100%

• Democracy and stock market returns

  Lei, X. & Wisniewski, T. P., 1 Mar 2025, In: Journal of Financial Research. 48, 1, p. 5-39 35 p.

  Research output: Contribution to journal › Article › peer-review

  • Investors 100%
  • Expropriation 100%
  • Volatility 100%
  • Stock Index 100%
  • CAPM 100%

• Dempster–Shafer evidence theory based IFA detection approach towards mixed attacks in VNDN

  Fan, N., Liu, J., Ye, L., Pan, Z., Dai, Y. & Fan, W., Apr 2025, In: Computers and Industrial Engineering. 204, 111084.

  Research output: Contribution to journal › Article › peer-review

  • Attack Scenario 100%

• Demystifying deep credit models in e-commerce lending: An explainable approach to consumer creditworthiness

  Wang, C., Li, Y., Wang, S. & Wu, Q., 15 Mar 2025, In: Knowledge-Based Systems. 312, 1 p., 113141.

  Research output: Contribution to journal › Article › peer-review

  • Personal Information 100%
  • Interpretability 100%
  • Processing Capability 100%
  • Risk Management 100%
  • Online Activity 100%

• Depressive symptoms and sleep duration in a mutual loop: a five-wave study of nationally representative Chinese couples

  Meng, X., Yu, J. J. & Zhang, Z., 1 Nov 2025, In: Journal of Affective Disorders . 388, 119622, 119622.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Design, Simulation and Measurement of Metapocket: An All-textile Reflective Metasurface for On-body Smartphone Radiation Improvement

  Zhai, M., Tian, W., Pei, R., Xu, C., Leach, M., Lim, E. G., Wang, Z., Wang, J., Hua, Q., Akinsolu, M., Liu, B. & Huang, Y., 2025, (Accepted/In press) In: IEEE TRANSACTIONS ON CONSUMER ELECTRONICS.

  Research output: Contribution to journal › Article › peer-review

  • Radiation Efficiency 100%
  • Metasurface 100%
  • Antenna 100%
  • Specific Absorption Rate 100%
  • Wearable Sensor 50%

• Design Across Borders. United in Creativity: Cumulus Conference Proceedings Series 2024

  Esteban, V., 25 May 2025, Design Across Borders. United in Creativity: Cumulus Conference Proceedings Series 2024. p. 2031 1 p.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Serious Games 100%
  • Main Purpose 50%
  • Design Process 50%
  • TV 50%
  • Greece 50%

• Design and Benchmarking of a Multimodality Sensor for Robotic Manipulation With GAN-Based Cross-Modality Interpretation

  Zhang, D., Fan, W., Lin, J., Li, H., Cong, Q., Liu, W., Lepora, N. F. & Luo, S., 2025, In: IEEE Transactions on Robotics. 41, p. 1278-1295 18 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Applicability 100%
  • Biomimetics 100%
  • Contact Point 100%
  • Object Recognition 100%
  • Learning Model 100%
  1 Citation (Scopus)

• Design and Implementation of High Isolation Textile MIMO Antenna for Wearable Applications

  Kumar, S., Srivastava, K., Kumar, S., Sharma, D., Tiwari, RN., Kandwal, A., Singh, MK. & Goyal, B., 10 Mar 2025, In: International Journal of Communication Systems. 38, 4, e70010.

  Research output: Contribution to journal › Article › peer-review

  • Antenna 100%
  • Antenna Element 33%
  • Wearable Sensor 16%
  • Belts 16%
  • Ground Plane 16%

• Design and optimization of bifunctional peptides for controlled core–shell nanocapsule formation

  Guo, Z., Li, Y., Xu, L., Wang, J., Lyu, J., Yang, G., Liu, Y., Hui, Y. & Zhao, C-X., 15 May 2025, In: Journal of Colloid and Interface Science. 686, p. 599-612 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Surface (Surface Science) 100%
  • Nanocapsule 100%
  • Amino Acid 100%
  • Surface Charge 33%
  • Amino Acids 33%

• Designing Augmented Reality-Based Tools for Enhancing Children’s Art Learning of Intangible Cultural Heritage

  Liu, J., Lo, C. H. & Wei, J., 2025, Cross-Cultural Design - 17th International Conference, CCD 2025, Held as Part of the 27th HCI International Conference, HCII 2025, Proceedings. Rau, P-L. P. (ed.). Springer Science and Business Media Deutschland GmbH, p. 114-127 14 p. (Lecture Notes in Computer Science; vol. 15785 LNCS).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Augmented Reality 100%
  • Cultural Heritage 100%
  • Learning Experiences 33%
  • Augmented Reality Technology 33%
  • Modern Technology 33%

• Design Innovation with an Ancient Tool: Pan Jianfeng’s Brush Practice and Visual Communication for an Interconnected World

  Pawlik, K., 2025, (Accepted/In press) Cumulus Regional Seminar 2024 “Design for Intercultural Innovation” Proceedings.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding

• Design of Bilayer Crescent Chiral Metasurfaces for Enhanced Chiroptical Response

  Asefa, S. A., Seong, M. & Lee, D., Feb 2025, In: Sensors. 25, 3, 915.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Circular Dichroism 100%
  • Optical Device 100%
  • Polarized Light 60%
  • Control Dynamics 50%
  • Photonics 20%

• Design principles derived from the spatial layout of an emergency shelter design with Legos

  Vahdati, F., Tedjosaputro, M., Agkathidis, A. & Komar, A., 1 Sept 2025, (Accepted/In press) 43rd Education and Research in Computer Aided Architectural Design in Europe 2025 Conference.

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Design strategies for mainstream flow channels in large-area PEMFC: From typical units to large areas

  Zhang, Z., Quan, H. B., Cai, S. J., Li, Z. D. & Tao, W. Q., 15 Jun 2025, In: Applied Energy. 388, 125628.

  Research output: Contribution to journal › Article › peer-review

  • Mainstream Flow 100%
  • R-Ratio 50%
  • Primary Voltage 25%
  3 Citations (Scopus)

• Detecting Conversational Mental Manipulation with Intent-Aware Prompting

  Ma, J., Na, H., Wang, Z., Hua, Y., Liu, Y., Wang, W. & Chen, L., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 9176-9183 8 p. (Proceedings - International Conference on Computational Linguistics, COLING; vol. Part F206484-1).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Mental Health 100%
  • Healthcare 100%
  • Decision Making 100%
  • Health Care 100%
  • Mental Manipulation 100%

• DETERMINANTS OF UNIVERSITY BUILDING OPERATION ENERGY CONSUMPTION THROUGH A CASE STUDY

  Tang, J., Hao, J. L., Ma, W. & Di Sarno, L., 1 Dec 2025, In: Journal of Green Building. 20, 1, p. 153-182 30 p.

  Research output: Contribution to journal › Article › peer-review

  • Public Building 100%
  • Occupant Behavior 28%
  • Solar Panel 14%
  • Energy Building 14%
  • Automation System 14%

• Developing a Framework for Online Review-Based HealthCare Service Quality Assessment: Text-Mining Study

  Zhang, X., Sun, J., Li, X., Liu, Y. & Li, C., 1 Jul 2025, In: Journal of Medical Internet Research. 27, p. e66141

  Research output: Contribution to journal › Article › peer-review

• Developing a Market-Aligned Business Chinese Curriculum Through Comprehensive Needs Analysis

  Wang, H., Wen, T., Zhou, S. & Su, H., 21 Feb 2025, The Abstract Book of the 9th International Conference on Research in Education, Teaching and Learning. www.icetl.org

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

• Developing HeXie mindset in sytegrative education for sustainable personal growth in transnational educators

  Xi, Y. & Li, C., 23 Apr 2025, Training and Development in Transnational Higher Education. IGI Global, p. 39-66 28 p.

  Research output: Chapter in Book or Report/Conference proceeding › Chapter › peer-review

  • Professional Development 100%
  • Administrative Structure 50%
  • Educational Models 50%

• Developing HeXie Mindset in Sytegrative Education for Sustainable Personal Growth in Transnational Educators

  Xi, Y. & Li, C., 25 Apr 2025, IGI Global . p. 39 28 p. DOI: 10.4018/979-8-3373-1897-4.ch003

  Research output: Chapter in Book or Report/Conference proceeding › Chapter › peer-review

  • Professional Development 100%
  • Administrative Structure 50%
  • Educational Models 50%

• Developing Students' Higher-Order Thinking Skills With Generative AI Insights and Strategies From a Case Study

  Fan, L., Kim, J., Detrick, R. & Li, N., 14 Mar 2025, Prompt Engineering and Generative AI Applications for Teaching and Learning. IGI Global, p. 411-427 18 p.

  Research output: Chapter in Book or Report/Conference proceeding › Chapter › peer-review

  • Case Study 100%
  • Artificial Intelligence 100%
  • Thinking Skill 100%
  • Argumentation 37%
  • Self-Regulation 12%
  1 Citation (Scopus)

• Developing zebrafish models for the study of Wnt-related central nervous system pathologies

  Erofeeva, N., de Abreu, M. S., Cui, J., Lim, L. W., Yang, L. & Kalueff, A. V., 23 Jul 2025, In: Neuroscience. 579, p. 239-249 11 p.

  Research output: Contribution to journal › Review article › peer-review

  • Zebra Fish 100%
  • Drug Screening 25%
  • Brain Disease 25%
  • Central Nervous System Disease 25%
  • Experimental Animal 25%

• Developing zebrafish models of Notch-related CNS pathologies

  Erofeeva, N., Galstyan, D. S., Yang, L., Strekalova, T., Lim, L. W., de Abreu, M. S., Golushko, N. I., Stewart, A. M. & Kalueff, A. V., Mar 2025, In: Neuroscience and Biobehavioral Reviews. 170, 106059.

  Research output: Contribution to journal › Review article › peer-review

  • Neuropathology 100%
  • Central Nervous System 100%
  • Notch 100%
  • Notch Signaling Pathway 100%
  • Zebra Fish 100%

• Developmental trajectories of early teacher–child relationships among Chinese children: Predictors and associations with child outcomes

  Chen, M., Hu, B. Y. & Ren, L., Oct 2025, In: Teaching and Teacher Education. 164, 105075.

  Research output: Contribution to journal › Article › peer-review

  • Externalization 100%
  • Developmental trajectories 100%
  • Early Intervention 50%

• Development and performance evaluation of a novel OTDR-based distributed optical fiber sensor using superabsorbent polymers for precision soil moisture monitoring

  Lai, L., Arshad, M. R. & Zou, J., 2025, International Conference on Optical and Photonic Engineering, icOPEN 2024. Wang, H., Zuo, C., Zou, X., Di, J., Qian, K., Feng, S. & Zhou, J. (eds.). SPIE, 135091L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13509).

  Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

  • Formed Material 100%
  • Global Population 100%
  • Humidity Change 100%
  • Water Management 100%

• Development of a biodegradable smooth-surface microcarrier for retinal pigment epithelium cell expansion and differentiation

  Liu, Z., Wong, D. S. L., Parikh, B., Liu, H. & Su, X., 30 Jun 2025, In: Investigative Ophthalmology and Visual Science. 66, 8

  Research output: Contribution to journal › Conference article › peer-review

• Development of NIR Responsive Upconversion Nanosensor for Turn-on Detection of 4-Nonylphenol

  Huang, S., Xu, K., Ye, Y., Wen, H., Chen, R., Song, W., Chen, W. & Abdur, R. A., Jan 2025, In: Faguang Xuebao/Chinese Journal of Luminescence. 46, 1, p. 140-155 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Nanosensor 100%
  • 4-Nonylphenol 100%
  • Luminescence 66%
  • Upconversion Luminescence 66%
  • Graphene Oxide 33%

• DexiTac: Soft Dexterous Tactile Gripping

  Lu, C., Tang, K., Yang, M., Yue, T., Li, H. & Lepora, N. F., 2025, In: IEEE/ASME Transactions on Mechatronics. 30, 1, p. 333-344 12 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Closed-Loop Control 100%
  • Task Management 100%
  • tactile sensing 100%
  • Closed Loop Control Systems 100%
  6 Citations (Scopus)