4 papers
Machine Learning Modeling for Real-Time Melt Pool Monitoring in Laser Powder Bed Fusion Additive Manufacturing: A Hybrid Approach
Inioluwa Emmanuel, Zhuo Yang, Ho Yeung +1
This work investigates the implementation of artificial intelligence and machine learning (AI/ML) for real-time monitoring in laser powder bed fusion (LPBF) additive manufacturing.…
READ More than What You See: Reinforcement Learning for Accurate and Coherent Audio Description Generations
Bo Fang, Xinyao Zhang, Yuxin Song +3
Audio Description aims to generate concise narrations of essential visual content in audio-visual media for blind and low-vision audiences. Existing methods either rely on promptin…
Predictive Repair Management Using a Multi-Head Attention Transformer and Online Learning
Xinyao Zhang, Willie Cade, Karl R. Haapala +2
Accurate prediction of repair duration is an important challenge in product maintenance due to its implications for resource allocation, customer satisfaction, and operational perf…
Evaluating Large and Lightweight Vision Models for Irregular Component Segmentation in E-Waste Disassembly
Xinyao Zhang, Chang Liu, Xiao Liang +2
Precise segmentation of irregular and densely arranged components is essential for robotic disassembly and material recovery in electronic waste (e-waste) recycling. This study eva…