Di Wu
Latest publications
Microstructure-informed constrained multi-objective optimization for process–structure–property design of WAAM 316L stainless steel
Meng, Q., Panicker, S., Wu, D., Mokhtarian, H., Bakrani Balani, S., Ördek, B., Kuosmanen, J. & Coatanea, E., Nov 2026, In: Materials and Design. 272, 117417.Research output: Contribution to journal › Article › Scientific › peer-review
3D-Reconstruction of Weld Morphology Using a Structured-Light Welding Camera
David, J., Wu, D., Dhalpe, A., Kuosmanen, J. & Coatanéa, E., 2025, Flexible Automation and Intelligent Manufacturing: The Future of Automation and Manufacturing: Intelligence, Agility, and Sustainability - Proceedings of FAIM 2025. Srihari, K., Khasawneh, M. T., Yoon, S. & Won, D. (eds.). Springer, p. 384-392 9 p. (Lecture Notes in Mechanical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
A Multi-Working States Sensor Anomaly Detection Method Using Deep Learning Algorithms
Wu, D., Koskinen, K. & Coatanea, E., Sept 2025, In: Sensors. 25, 18, 5686.Research output: Contribution to journal › Article › Scientific › peer-review
Design-centred physics-informed modelling: integrating functions, variables, behavioural law discovery, and contradiction resolution
Dhalpe, A., David, J., Panicker, S., Wu, D., Mokhtarian, H., Lastra, J. M. & Coatanéa, E., Nov 2025, In: Advanced Engineering Informatics. 68, 103791.Research output: Contribution to journal › Article › Scientific › peer-review
Integrating dimensional and scaling analyses with functional modelling and graphs: An approach to comprehend mass transfer in welding
Dhalpe, A., Mokhtarian, H., Panicker, S., Wu, D., David, J., Bakrani Balani, S., Martinez Lastra, J. & Coatanéa, E., May 2025, In: International Journal of Advanced Manufacturing Technology. 138, 1, p. 61-79 19 p.Research output: Contribution to journal › Article › Scientific › peer-review
Minimizing conductor consumption in high-field HTS solenoid design using adaptive ANN-based optimization algorithm
Wu, D., Sotnikov, D., Haajari, M. & Salmi, T., Aug 2025, In: IEEE Transactions on Applied Superconductivity. 35, 5, p. 1-5Research output: Contribution to journal › Article › Scientific › peer-review
Research of Image Segmentation-Based Layer Height Estimation Method for WAAM Process
Wu, D., David, J., Kuosmanen, J. & Coatanea, E., 2025, Flexible Automation and Intelligent Manufacturing: The Future of Automation and Manufacturing: Intelligence, Agility, and Sustainability - Proceedings of FAIM 2025. Srihari, K., Khasawneh, M. T., Yoon, S. & Won, D. (eds.). Springer, p. 231-238 8 p. (Lecture Notes in Mechanical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
S0410 Tools for adaptive and intelligent control of discrete manufacturing processes TANDEM - Final Project Report
Sirén, M. (Editor), Nilsen, M. (Editor), Yoo, Y. (Editor), Wang, G. (Editor), Coatanea, E., Flores Ituarte, I., Wiikinkoski, O., David, J., Martikkala, A., Panicker, S., Wu, D. & Asadi, R., 2025, TANDEM project. 79 p.Research output: Book/Report › Commissioned report
TinyML-Powered Tack Weld Detection for Robotic Welding
Waseem, H., Wu, D., Coatanéa, E. & David, J., 2025, Flexible Automation and Intelligent Manufacturing: The Future of Automation and Manufacturing: Intelligence, Agility, and Sustainability - Proceedings of FAIM 2025. Srihari, K., Khasawneh, M. T., Yoon, S. & Won, D. (eds.). Springer, p. 549-556 8 p. (Lecture Notes in Mechanical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
A Dimension Selection-Based Constrained Multi-Objective Optimization Algorithm Using a Combination of Artificial Intelligence Methods
Wu, D., Sotnikov, D., Wang, G. G., Coatanea, E., Lyly, M. & Salmi, T., 1 Aug 2023, In: Journal of Mechanical Design. 145, 8, 15 p., 081704.Research output: Contribution to journal › Article › Scientific › peer-review