Pittsburgh, PA 15213-3890
United States
Carnegie Mellon University
Two-Color Thermal ImagingMelt Pool TemperatureLaser Powder Bed Fusion (LPBF)In-Situ Process MonitoringFLOW-3D
Laser Powder Bed Fusion (L-PBF), Thermal Imaging, Cemented Carbides, Composite Modeling, Computational Fluid Dynamic (CFD) Modeling
Additive manufacturing, Laser powder bed fusion, Melt PoolTemperature, Convolutional Neural Network, Surrogate Model
Thermal Conductivity, Relative dielectric Constant, Relative Permittivity, Material Properties, In-Situ Evaluation, Wood
Multi-fidelity models, Laser powder bed fusion, Deep learning, Melt pool, Super-Resolution
Deep Learning, in-situ Monitoring, Vision Transformers, Lack-of-Fusion