Friday, January 19, 2018

Tentative Agenda of FACAM 2018 Workshop

FACAM 2018
Location: GER 206 at University of Southern California
Feb 8
1:30 PMProf. Q. Huang (USC)
Welcome and Introduction
2:00 PMProf. Charyar SOUZANI (ENS Paris-Saclay)
Prediction of geometrical and dimensional deviations of Additive Manufacturing parts
2:45 PM Dr. Jun Zeng (HP), He Luan (HP, USC)
Thoughts on applying machine learning to help to uncover causal effects in
HP’s multi-jet fusion printing process physics
3:30 PMProf. Prahalad Rao (UNL)
The Unusual Effectiveness of Spectral Graph Theory for Quality Assurance in Additive Manufacturing
4:30 PMJie Ren (FSU)
Joint learning of process variation models for process co-monitoring and control using cloud data
5:30 PMWelcome Dinner at USC Faculty Club
Feb 9
9:00 AMRefreshment
9:15 AMProf. Marco Grasso (Politecnico di Milano)
Statistical process monitoring of Powder Bed Fusion processes via in-situ video imaging
10:00 AM
Prof. Arman Sabbaghi (Purdue)
Deviation Modeling Across Different Process Conditions and Shapes in Additive Manufacturing Systems
10:45 AMProf. Matthew Plumlee (Northwestern U)
Calibration with coverage and consistency
11:30 AMYuanxiang Wang (USC)
Statistical Inter-Layer Bonding Effects Modeling and Estimation with Convolution Formulation
12:15 PMBox lunch at GER 206
1:30 PMLinkan Bian (MSU)
Predicting Deformation in Laser-Based Additive Manufacturing Processes
2:15 PMRaquel de Souza Borges Ferreira (Purdue)
Automated Geometric Shape Deviation Modeling
for Additive Manufacturing Systems via Bayesian Neural Networks
3:00 PMProf. Matthew Plumlee (Northwestern U)
3D Printing Product Matching with Approximate Models
4:00 PMAdjourn
4:30 PMLA Live

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