3 papers
cs.AI2026
In-situ process monitoring for defect detection in wire-arc additive manufacturing: an agentic AI approach
Pallock Halder, Satyajit Mojumder
AI agents are being increasingly deployed across a wide range of real-world applications. In this paper, we propose an agentic AI framework for in-situ process monitoring for defec…
cs.LG2025
Multimodal learning of melt pool dynamics in laser powder bed fusion
Satyajit Mojumder, Pallock Halder, Tiana Tonge
While multiple sensors are used for real-time monitoring in additive manufacturing, not all provide practical or reliable process insights. For example, high-speed X-ray imaging of…
eess.SP2025
Physics-guided denoiser network for enhanced additive manufacturing data quality
Pallock Halder, Satyajit Mojumder
Modern engineering systems are increasingly equipped with sensors for real-time monitoring and decision-making. However, the data collected by these sensors is often noisy and diff…