Page 91 - ESAM-1-1

Engineering Science in
Additive Manufacturing ML in additive manufacturing

Fine-Tuning for Large Models: A Comprehensive Survey. redundant sensors for structural health monitoring under
[arXiv Preprint arXiv:240314608]; 2024. model uncertainty and measurement noise. Measurement.
2022;204:112102.
139. Cerezo M, Verdon G, Huang HY, Cincio L, Coles PJ.
Challenges and opportunities in quantum machine learning. doi: 10.1016/j.measurement.2022.112102
Nat Comput Sci. 2022;2(9):567-576.
145. Xie J, Safdar M, Chen L, Moon SK, Zhao YF. Audio-Visual
doi: 10.1038/s43588-022-00311-3 Cross-Modality Knowledge Transfer for Machine Learning-
based in-situ Monitoring in Laser Additive Manufacturing.
140. Kim J, Chang S, Kwak N. PQK: Model Compression Via [arXiv Preprint arXiv:240805307]; 2024.
Pruning, Quantization, and Knowledge Distillation. [arXiv
Preprint arXiv:210614681]; 2021. 146. Baker M. Reproducibility crisis. Nature. 2016;533(26):
353-66.
141. Shi W, Cao J, Zhang Q, Li Y, Xu L. Edge computing: Vision
and challenges. IEEE Internet Things J. 2016;3(5):637-646. 147. Xie J, Safdar M, Romascanu AM, et al. Towards reproducible
machine learning-based process monitoring and quality
doi: 10.1109/JIOT.2016.2579198
prediction research for additive manufacturing. Am Soc
142. Răileanu S, Anton F, Borangiu T, Anton S, Nicolae M. Mech Eng. 2024:V02AT02A033.
A cloud-based manufacturing control system with data 148. Xie J, Yang Z, Hu CC, Yang HC, Lu Y, Zhao YF. Investigation
integration from multiple autonomous agents. Comput Ind. on Domain Adaptation of Additive Manufacturing Monitoring
2018;102:50-61.
Systems to Enhance Digital Twin Reusability. United States:
143. Leng J, Li R, Xie J, et al. Federated learning-empowered IEEE; 2024. p. 690-697.
smart manufacturing and product lifecycle management: doi: 10.48550/arXiv.2409.12785
A review. Adv Eng Inform. 2025;65:103179.
149. Zemskov AD, Fu Y, Li R, et al. Security and Privacy of
doi: 10.1016/j.aei.2025.103179
Digital Twins for Advanced Manufacturing: A Survey. [arXiv
144. An H, Youn BD, Kim HS. Optimal placement of non- Preprint arXiv:241213939]; 2024.

Volume 1 Issue 1 (2025) 24 doi: 10.36922/ESAM025040004