Pittsburgh, PA 15213-3890
United States
Carnegie Mellon University
Two-Color Thermal ImagingMelt Pool TemperatureLaser Powder Bed Fusion (LPBF)In-Situ Process MonitoringFLOW-3D
Deep learning, Microstructural analysis, Generative Adversarial Networks, Porosity
Additive manufacturing, Laser powder bed fusion, Melt PoolTemperature, Convolutional Neural Network, Surrogate Model
Laser powder bed fusion, deep learning, digital twin, Thermal Imaging, Video Vision Transformer
Multi-fidelity models, Laser powder bed fusion, Deep learning, Melt pool, Super-Resolution
Additive Manufacturing, Particle Tracking, Process Map, Machine Learning, Defects.
Large Language Models, Retrieval-Augmented Generation, Machine Learning, Contextual Querying, Laser Powder Bed Fusion
Deep Learning, in-situ Monitoring, Vision Transformers, Lack-of-Fusion
Deep learning, laser powder bed fusion, Optical Monitoring, Surface Roughness, Machine learning
