Research output per year
Research output per year
Personal profile
Biography
Dan Dai is a Lecturer in Computer Science at Aston University. My research interests are focused on AI-enabled Digital Twin systems in manufacturing, with core interests in Generative AI for realistic 3D reconstruction and simulation, Predictive AI for defect forecasting and process optimisation, Explainable AI for root cause analysis and transparent decision-making, and Agentic AI for autonomous control and adaptive execution. Leveraging deep learning and multi-modal data integration to build intelligent, robust, and scalable digital manufacturing systems.
Contact Details
Email: [email protected]
Room number: MB 313N
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Collaborations and top research areas from the last five years
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Adaptive Domain-Enhanced Transfer Learning for Welding Defect Classification
Dai, D., Mohan, A., Franciosa, P., Zhang, T., Chen, C. L. P. & Ceglarek, D., 20 Jan 2025, 2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC). IEEE, p. 3152-3158 7 p.Research output: Chapter in Book/Published conference output › Conference publication
3 Citations (SciVal) -
Generative and Predictive AI for digital twin systems in manufacturing
Dai, D., Zhao, B., Yu, Z., Franciosa, P. & Ceglarek, D., 17 Dec 2025, (E-pub ahead of print) In: Frontiers in Artificial Intelligence. 8, 13 p., 1655470.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
A novel approach to control thermal induced buckling during laser welding of battery housing through a unilateral N-2-1 fixturing principle
Mohan, A., Franciosa, P., Dai, D. & Ceglarek, D., 2 Oct 2024, In: Journal of Advanced Joining Processes. 10, 20 p., 100256.Research output: Contribution to journal › Article › peer-review
Open AccessFile9 Citations (SciVal)3 Downloads (Pure) -
Multi-Objective Cluster Ensemble Based on Filter Refinement Scheme
Dai, D., Yu, Z., Huang, W., Hu, Y. & Chen, C. L. P., 1 Aug 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 8, 13 p.Research output: Contribution to journal › Article › peer-review
5 Citations (Scopus) -
Graph-Based Visual-Semantic Entanglement Network for Zero-Shot Image Recognition
Hu, Y., Wen, G., Chapman, A., Yang, P., Luo, M., Xu, Y., Dai, D. & Hall, W., 2022, In: IEEE Transactions on Multimedia. 24, 15 p.Research output: Contribution to journal › Article › peer-review
21 Citations (SciVal)