PI's talks:
MSEC-NAMRC-LEMP 2023: “Process Signature Characterization and Anomaly Detection with Personalized PCA in Laser-based Metal Additive Manufacturing”, New Brunswick, NJ, 6/15/2023
INFORMS QSR Conference (ICQSR) 2023: contributed talk, "Real-time defect detection using online learning for laser metal deposition ", Raleigh, NC, 6/8/2023
IISE Annual Conference 2022: DAIS cluster, invited talk “Deep-Learning-Based Nondestructive Quality Evaluation for Resistance Spot Welding: Spatial-Temporal Analysis of Infrared Thermal Videos of Weld Nugget”, Seattle, WA, 5/23/2022
IISE Annual Conference 2022: QCRE cluster, invited talk “LMD-cGAN: Deep-Learning-Based Thermal Signature Prediction in Laser Metal Deposition”, Seattle, WA, 5/23/2022
18th IEEE International Conference on Automation Science and Engineering: invited talk “Deep-Learning-Based Surrogate Model for Thermal Signature Prediction in Laser Metal Deposition”, Mexico City, Mexico, 8/22/2022
INFORMS Annual Conference 2022: invited talk “A Deep-learning-based Surrogate Model for Thermal Signature Prediction in Laser Metal Deposition”, Indiannapolis, IN, 10/16/2022
MSEC-NAMRC 2022: contributed talk “image-based fractographic pattern recognition with cluster analysis”, West Lafayette, IN, 6/26/2022
MSEC-NAMRC 2022: contributed talk “Learning the Temporal Effect in Infrared Thermal Videos with Long Short-Term Memory for Quality Prediction in Resistance Spot Welding”, West Lafayette, IN, 6/26/2022
Seminar at the Department of Mechanical and Aerospace Engineering, Hong Kong University of Science and Technology, invited talk: "Data-Driven Defect Prediction in Laser Metal Deposition", virtual, 9/16/2021
Seminar at the Department of Industrial and Systems Engineering, Rutgers University, invited talk: "Quality Prediction for Laser-Based Additive Manufacturing by Learning from Thermal Images", virtual, 10/13/2020
Group members' talks:
MSEC-NAMRC-LEMP 2023: “Defect Segmentation from X-Ray Computed Tomography of Laser Powder Bed Fusion Parts: A Comparative Study among Machine Learning, Deep Learning, and Statistical Image Thresholding Methods”, New Brunswick, NJ, 6/14/2023, by Hasnaa Ouidadi
MSEC-NAMRC-LEMP 2023: poster presentation, “3D Image Segmentation for Internal Defect Identification in LPBF”, New Brunswick, NJ, 6/14/2023, by Nicole Van Handel
IISE Annual Conference 2023: DAIS Best Student Paper Finalist, “Data Quality Improvement and Geometric Information Recovery for Manufacturing Thermography with Spatial-Temporal Fast Fourier Transform”, New Orleans, LA, 5/21/2023, by Boyang Xu