Coupling SmartUQ's Analytics Workflow to COMSOL Multiphysics^®

Name: Coupling SmartUQ's Analytics Workflow to COMSOL Multiphysics®
Uploaded: 2021-02-04 17:16:52
Duration: 57 min 38 s
Description: In this archived webinar, a guest speaker from SmartUQ goes over coupling predictive analytics solutions to simulations in COMSOL Multiphysics®. Watch it here.

时长： 57:38

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视频简介
脚本

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.

章节选择

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)