Coupling SmartUQ's Analytics Workflow to COMSOL Multiphysics®
Durée: 57:38
In this archived webinar, see how the SmartUQ software can enhance product development and design exploration activities in COMSOL Multiphysics® through the application of predictive analytics and uncertainty quantification techniques. Gavin Jones, a senior application engineer at SmartUQ, demonstrates how to couple SmartUQ’s analytics workflow to COMSOL Multiphysics® with a Pratt truss bridge example.
SmartUQ is a powerful predictive analytics and uncertainty quantification software for simulations, testing, and complex systems.
Learn more about how SmartUQ can be used to design and develop products with COMSOL Multiphysics® on the COMSOL Blog.
Chapter Selection
Introduction (20:40)
SmartUQ (2:41)
Agenda (3:15)
What is Predictive Analytics? (4:12)
What is Uncertainty Quantification (UQ)? (4:25)
Deterministic Vs. Probabilistic Analysis (7:19)
Why is UQ Important? (9:48)
Industrial ROI: UQ Enables a One-Time Process for Product Development (13:04)
Predictive Analytics & UQ Workflow Using SmartUQ Coupled to COMSOL (14:35)
SmartUQ and COMSOL Integration and Automation Tools (17:48)
COMSOL Model Setup (21:35)
Design of Experiments for Predictive Model Creation (23:24)
Process Overview (24:06)
Design of Experiments and Training Data Generation (25:19)
Optimization (34:82)
Conclusion (55:04)
For More Information on SmartUQ or Predictive Analytics. . . (55:35)